% Treatment Group Batch 1 (Citations 1-35)
% Generated using MCP-DBLP tools
% Some entries could not be retrieved due to DBLP API connection issues

@article{Grassi2025,
  author       = {Ma'mon Abu Hammad and
                  Imane Zouak and
                  Adel Ouannas and
                  Giuseppe Grassi},
  title        = {Fractional Discrete Computer Virus System: Chaos and Complexity Algorithms},
  journal      = {Algorithms},
  volume       = {18},
  number       = {7},
  pages        = {444},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18070444},
  doi          = {10.3390/A18070444},
  timestamp    = {Tue, 30 Sep 2025 08:54:44 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/HammadZOG25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Stodden2024 - The Idealized Machine Learning Pipeline (DBLP key: conf/acm-rep/ZhengS24 - 404 error)

@article{Voncila2025,
  author       = {Costin{-}Anton Boiangiu and
                  Giorgiana Violeta Vlasceanu and
                  Constantin{-}Eduard Staniloiu and
                  Nicolae Tarba and
                  Mihai{-}Lucian Voncila},
  title        = {A Novel Connected-Components Algorithm for 2D Binarized Images},
  journal      = {Algorithms},
  volume       = {18},
  number       = {6},
  pages        = {344},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18060344},
  doi          = {10.3390/A18060344},
  timestamp    = {Tue, 30 Sep 2025 08:54:43 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/BoiangiuVSTV25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Sanchez-Viteri et al. 2024 (Actually Sánchez-Rinza - DBLP key exists but not exported)

@article{Li2022,
  author       = {Yong Chen and
                  Randy Goebel and
                  Guohui Lin and
                  Longcheng Liu and
                  Bing Su and
                  Weitian Tong and
                  Yao Xu and
                  An Zhang},
  title        = {A local search 4/3-approximation algorithm for the minimum 3-path
                  partition problem},
  journal      = {J. Comb. Optim.},
  volume       = {44},
  number       = {5},
  pages        = {3595--3610},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10878-022-00915-5},
  doi          = {10.1007/S10878-022-00915-5},
  timestamp    = {Mon, 03 Mar 2025 22:16:14 +0100},
  biburl       = {https://dblp.org/rec/journals/jco/ChenGLLSTXZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Dronyuk2025,
  author       = {Ivanna Dronyuk},
  title        = {Algorithms for Calculating Generalized Trigonometric Functions},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {60},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020060},
  doi          = {10.3390/A18020060},
  timestamp    = {Tue, 30 Sep 2025 08:54:39 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/Dronyuk25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{Levine2022,
  author       = {Farzaneh Askari and
                  Rohit Ramaprasad and
                  James J. Clark and
                  Martin D. Levine},
  title        = {Interaction Classification with Key Actor Detection in Multi-Person
                  Sports Videos},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
  pages        = {3579--3587},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPRW56347.2022.00402},
  doi          = {10.1109/CVPRW56347.2022.00402},
  timestamp    = {Mon, 29 Aug 2022 11:44:25 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/AskariRCL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Cinquemani2025,
  author       = {Aleksander Dabek and
                  Lorenzo Mantovani and
                  Susanna Mirabella and
                  Michele Vignati and
                  Simone Cinquemani},
  title        = {Advancements in Non-Destructive Detection of Biochemical Traits in
                  Plants Through Spectral Imaging-Based Algorithms: {A} Systematic Review},
  journal      = {Algorithms},
  volume       = {18},
  number       = {5},
  pages        = {255},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18050255},
  doi          = {10.3390/A18050255},
  timestamp    = {Tue, 30 Sep 2025 08:54:42 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/DabekMMVC25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Sun2022,
  author       = {Lin Sun and
                  Mengmeng Li and
                  Weiping Ding and
                  En Zhang and
                  Xiaoxia Mu and
                  Jiucheng Xu},
  title        = {{AFNFS:} Adaptive fuzzy neighborhood-based feature selection with
                  adaptive synthetic over-sampling for imbalanced data},
  journal      = {Inf. Sci.},
  volume       = {612},
  pages        = {724--744},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ins.2022.08.118},
  doi          = {10.1016/J.INS.2022.08.118},
  timestamp    = {Mon, 05 Dec 2022 13:35:05 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/SunLDZMX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{Chen2025,
  author       = {Kuan{-}Cheng Chen and
                  Yi{-}Tien Li and
                  Tai{-}Yu Li and
                  Chen{-}Yu Liu and
                  Po{-}Heng Henry Lee and
                  Cheng{-}Yu Chen},
  title        = {CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional
                  Neuroimaging Data},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
                  {ICASSP} 2025 - Workshops, Hyderabad, India, April 6-11, 2025},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICASSPW65056.2025.11011218},
  doi          = {10.1109/ICASSPW65056.2025.11011218},
  timestamp    = {Sat, 15 Nov 2025 13:46:09 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/ChenLLLLC25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{LeoreanuFotea2025,
  author       = {Yuming Feng and
                  Violeta Leoreanu{-}Fotea},
  title        = {Algorithm for Determining the Strong Fuzzy Grade of a Hypergroup},
  journal      = {Algorithms},
  volume       = {18},
  number       = {9},
  pages        = {540},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18090540},
  doi          = {10.3390/A18090540},
  timestamp    = {Fri, 31 Oct 2025 14:41:58 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/FengL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Zuo2025,
  author       = {Jiwei Zuo and
                  Junfu Fan and
                  Kuan Li and
                  Qingyun Liu and
                  Yuke Zhou and
                  Yi Zhang},
  title        = {Parallel CUDA-Based Optimization of the Intersection Calculation Process
                  in the Greiner-Hormann Algorithm},
  journal      = {Algorithms},
  volume       = {18},
  number       = {3},
  pages        = {147},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18030147},
  doi          = {10.3390/A18030147},
  timestamp    = {Wed, 01 Oct 2025 07:46:39 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/ZuoFLLZZ25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Waern2023 (Actually Warncke-Wang - DBLP key: journals/pacmhci/Warncke-WangHMJ23 - 404 error)

@article{Buxmann2023,
  author       = {Luisa Pumplun and
                  Felix Peters and
                  Joshua F. Gawlitza and
                  Peter Buxmann},
  title        = {Bringing Machine Learning Systems into Clinical Practice: {A} Design
                  Science Approach to Explainable Machine Learning-Based Clinical Decision
                  Support Systems},
  journal      = {J. Assoc. Inf. Syst.},
  volume       = {24},
  number       = {4},
  pages        = {8},
  year         = {2023},
  url          = {https://aisel.aisnet.org/jais/vol24/iss4/8},
  timestamp    = {Thu, 27 Jul 2023 08:17:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jais/PumplunPGB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Zheng2024 - Model and Data Management for Machine Learning (DBLP key: conf/bigdataconf/ZhengSCPPSMFCK24 - 404 error)

% NOT FOUND: GarciaSanchez2025 - Comparison of Energy Consumption (DBLP key: journals/algorithms/LuqueHAAS25 - 404 error)

@article{Karousos2025,
  author       = {Nikos Karousos and
                  Despoina Pantazi and
                  George Vorvilas and
                  Vassilios S. Verykios},
  title        = {Assigning Candidate Tutors to Modules: {A} Preference Adjustment Matching
                  Algorithm {(PAMA)}},
  journal      = {Algorithms},
  volume       = {18},
  number       = {5},
  pages        = {250},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18050250},
  doi          = {10.3390/A18050250},
  timestamp    = {Tue, 30 Sep 2025 08:54:41 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/KarousosPVV25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Triantafillou2025,
  author       = {Savina Mariettou and
                  Constantinos Koutsojannis and
                  Vassilios Triantafillou},
  title        = {Artificial Intelligence and Algorithmic Approaches of Health Security
                  Systems: {A} Review},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {59},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020059},
  doi          = {10.3390/A18020059},
  timestamp    = {Tue, 30 Sep 2025 08:54:39 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/MariettouKT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: McShane2023 - Hybrid Machine Learning (DBLP key: conf/aaai/NirburgKM23 - 404 error)

@article{Tuma2025,
  author       = {Aykut Uzunoglu and
                  Christian Gahm and
                  Axel Tuma},
  title        = {Machine Learning based Algorithm Selection and Genetic Algorithms
                  for serial-batch scheduling},
  journal      = {Comput. Oper. Res.},
  volume       = {173},
  pages        = {106827},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.cor.2024.106827},
  doi          = {10.1016/J.COR.2024.106827},
  timestamp    = {Mon, 09 Dec 2024 22:47:01 +0100},
  biburl       = {https://dblp.org/rec/journals/cor/UzunogluGT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Chaki2025 - Eliciting context-oriented NFR (DBLP key: journals/infsof/BagRCC25 - 404 error)

@article{Ghasemaghaei2025,
  author       = {Maryam Ghasemaghaei and
                  Nima Kordzadeh},
  title        = {Ethics in the Age of Algorithms: Unravelling the Impact of Algorithmic
                  Unfairness on Data Analytics Recommendation Acceptance},
  journal      = {Inf. Syst. J.},
  volume       = {35},
  number       = {4},
  pages        = {1166--1197},
  year         = {2025},
  url          = {https://doi.org/10.1111/isj.12572},
  doi          = {10.1111/ISJ.12572},
  timestamp    = {Thu, 11 Sep 2025 20:24:09 +0200},
  biburl       = {https://dblp.org/rec/journals/isj/GhasemaghaeiK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Yap2025,
  author       = {Swee Qi Pan and
                  Yan Chai Hum and
                  Khin Wee Lai and
                  Wun{-}She Yap and
                  Yi Zhang and
                  Hye{-}Young Heo and
                  Yee Kai Tee},
  title        = {Artificial intelligence in chemical exchange saturation transfer magnetic
                  resonance imaging},
  journal      = {Artif. Intell. Rev.},
  volume       = {58},
  number       = {7},
  pages        = {210},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10462-025-11227-5},
  doi          = {10.1007/S10462-025-11227-5},
  timestamp    = {Sun, 15 Jun 2025 21:07:26 +0200},
  biburl       = {https://dblp.org/rec/journals/air/PanHLYZHT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Mohd2022 - Suicidal behaviour prediction (DBLP key: journals/artmed/NordinZNC22 - 404 error)

@article{Dojer2025,
  author       = {Adam Cicherski and
                  Anna Lisiecka and
                  Norbert Dojer},
  title        = {AlfaPang: alignment free algorithm for pangenome graph construction},
  journal      = {Algorithms Mol. Biol.},
  volume       = {20},
  number       = {1},
  pages        = {7},
  year         = {2025},
  url          = {https://doi.org/10.1186/s13015-025-00277-7},
  doi          = {10.1186/S13015-025-00277-7},
  timestamp    = {Fri, 30 May 2025 13:34:25 +0200},
  biburl       = {https://dblp.org/rec/journals/almob/CicherskiLD25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Lei2025,
  author       = {Zixuan Han and
                  Leilei Shi and
                  Qiang Sun and
                  Xiuliang Huang and
                  Bing Lei and
                  Lu Liu and
                  Yao Lu},
  title        = {Collaborative Filtering Algorithm Based on Deep Denoising Auto-Encoder
                  and Attention Mechanism},
  journal      = {Comput. Informatics},
  volume       = {44},
  number       = {1},
  pages        = {176--201},
  year         = {2025},
  url          = {https://doi.org/10.31577/cai\_2025\_1\_176},
  doi          = {10.31577/CAI\_2025\_1\_176},
  timestamp    = {Wed, 01 Oct 2025 07:46:37 +0200},
  biburl       = {https://dblp.org/rec/journals/cai/HanSSHLLL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Hei2025 - Dynamic Allocation Strategy (DBLP key: journals/ccpe/LinnertRH25 - 404 error)

@article{Wallace2023,
  author       = {Lance Wallace},
  title        = {Testing a New "Decrypted" Algorithm for Plantower Sensors Measuring
                  {PM2.5:} Comparison with an Alternative Algorithm},
  journal      = {Algorithms},
  volume       = {16},
  number       = {8},
  pages        = {392},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16080392},
  doi          = {10.3390/A16080392},
  timestamp    = {Wed, 24 Jan 2024 17:48:56 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/Wallace23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Gan2025 - Framework design intelligent scheduling (DBLP key: journals/dc/HuXWYZG25 - 404 error)

@article{Wang2024,
  author       = {Junwen Hu and
                  Rui Wang},
  title        = {Familiarity Breeds Trust? The Relationship between Dating App Use
                  and Trust in Dating Algorithms via Algorithm Awareness and Critical
                  Algorithm Perceptions},
  journal      = {Int. J. Hum. Comput. Interact.},
  volume       = {40},
  number       = {17},
  pages        = {4596--4607},
  year         = {2024},
  url          = {https://doi.org/10.1080/10447318.2023.2217014},
  doi          = {10.1080/10447318.2023.2217014},
  timestamp    = {Fri, 20 Sep 2024 14:01:41 +0200},
  biburl       = {https://dblp.org/rec/journals/ijhci/HuW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Voicu2023 - Exploring the Vulnerabilities (DBLP key: conf/sse/AkterSIHKCV23 - 404 error)

@article{Kchikech2025,
  author       = {Laila Loudiki and
                  Mustapha Kchikech},
  title        = {A New Algorithm for Computing the Distance and the Diameter in Circulant
                  Graphs},
  journal      = {Algorithms},
  volume       = {18},
  number       = {5},
  pages        = {261},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18050261},
  doi          = {10.3390/A18050261},
  timestamp    = {Tue, 30 Sep 2025 08:54:42 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/LoudikiK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Islam2025,
  author       = {Md Saiful Islam and
                  Tushar Kanti Roy and
                  Israt Jahan Bushra},
  title        = {Marine Predators Algorithm-Based Robust Composite Controller for Enhanced
                  Power Sharing and Real-Time Voltage Stability in {DC-AC} Microgrids},
  journal      = {Algorithms},
  volume       = {18},
  number       = {8},
  pages        = {531},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18080531},
  doi          = {10.3390/A18080531},
  timestamp    = {Tue, 30 Sep 2025 08:54:45 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/IslamRB25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Khalil2025 - Mitosis detection breast cancer (DBLP key: journals/cbm/KhalilSDHM25 - 404 error)

% NOT FOUND: Ma2025 - Linear Regression Prediction (DBLP key: journals/algorithms/MaDTXCL25 - 404 error)
@article{Baroncini2025,
  author       = {Alice Baroncini and
                  Andrea Campagner and
                  Federico Cabitza and
                  Francesco Langella and
                  Francesca Barile and
                  Pablo Bellosta{-}L{\'{o}}pez and
                  Domenico Compagnone and
                  Riccardo Cecchinato and
                  Marco Damilano and
                  Andrea Redaelli and
                  Daniele Vanni and
                  Pedro Berjano},
  title        = {The use of machine learning for the prediction of response to follow-up
                  in spine registries},
  journal      = {Int. J. Medical Informatics},
  volume       = {195},
  pages        = {105752},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.ijmedinf.2024.105752},
  doi          = {10.1016/J.IJMEDINF.2024.105752},
  timestamp    = {Mon, 20 Jan 2025 22:10:46 +0100},
  biburl       = {https://dblp.org/rec/journals/ijmi/BaronciniCCLBBCCDRVB25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Zhang2025,
  author       = {Yue Zhang and
                  Nobuo Funabiki and
                  Erita Cicilia Febrianti and
                  Amang Sudarsono and
                  Chen{-}Chien Hsu},
  title        = {A Hair Drawing Evaluation Algorithm for Exactness Assessment Method
                  in Portrait Drawing Learning Assistant System},
  journal      = {Algorithms},
  volume       = {18},
  number       = {3},
  pages        = {143},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18030143},
  doi          = {10.3390/A18030143},
  timestamp    = {Tue, 30 Sep 2025 08:54:40 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/ZhangFFSH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Naik2023,
  author       = {Dishita Naik and
                  Nitin Naik},
  editor       = {Nitin Naik and
                  Paul Jenkins and
                  Paul Grace and
                  Longzhi Yang and
                  Shaligram Prajapat},
  title        = {An Introduction to Federated Learning: Working, Types, Benefits and
                  Limitations},
  booktitle    = {Advances in Computational Intelligence Systems - Contributions Presented
                  at the 22nd {UK} Workshop on Computational Intelligence {(UKCI} 2023),
                  September 6-8, 2023, Birmingham, {UK}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1453},
  pages        = {3--17},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-47508-5\_1},
  doi          = {10.1007/978-3-031-47508-5\_1},
  timestamp    = {Sun, 04 Aug 2024 19:40:03 +0200},
  biburl       = {https://dblp.org/rec/conf/ukci/NaikN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Sun2024,
  author       = {Xiang Sun and
                  Shunsheng Guo and
                  Jun Guo and
                  Baigang Du and
                  Zhijie Yang and
                  Kaipu Wang},
  title        = {A Pareto-based hybrid genetic simulated annealing algorithm for multi-objective
                  hybrid production line balancing problem considering disassembly and
                  assembly},
  journal      = {Int. J. Prod. Res.},
  volume       = {62},
  number       = {13},
  pages        = {4809--4830},
  year         = {2024},
  url          = {https://doi.org/10.1080/00207543.2023.2280696},
  doi          = {10.1080/00207543.2023.2280696},
  timestamp    = {Tue, 07 Oct 2025 09:04:51 +0200},
  biburl       = {https://dblp.org/rec/journals/ijpr/SunGGDYW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Shao2025,
  author       = {Yuxiang Shao and
                  Longyang Zhou and
                  Xiang Li and
                  Chunsheng Feng and
                  Xinyu Jin},
  title        = {SA-Net: Leveraging Spatial Correlations Spatial-Aware Net for Multi-Perspective
                  Robust Estimation Algorithm},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {65},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020065},
  doi          = {10.3390/A18020065},
  timestamp    = {Tue, 30 Sep 2025 08:54:39 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/ShaoZLFJ25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Juan2024,
  author       = {Pin{-}Hung Juan and
                  Ja{-}Ling Wu},
  title        = {Enhancing Communication Efficiency and Training Time Uniformity in
                  Federated Learning through Multi-Branch Networks and the Oort Algorithm},
  journal      = {Algorithms},
  volume       = {17},
  number       = {2},
  pages        = {52},
  year         = {2024},
  url          = {https://doi.org/10.3390/a17020052},
  doi          = {10.3390/A17020052},
  timestamp    = {Fri, 22 Mar 2024 09:04:05 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/JuanW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Sittijuk2025,
  author       = {Pramote Sittijuk and
                  Narin Petrot and
                  Kreangsak Tamee},
  title        = {Robust Client Selection Strategy Using an Improved Federated Random
                  High Local Performance Algorithm to Address High Non-IID Challenges},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {118},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020118},
  doi          = {10.3390/A18020118},
  timestamp    = {Tue, 30 Sep 2025 08:54:40 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/SittijukPT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Zhabinets2025,
  author       = {Maxim Zhabinets and
                  Benjamin Tyler and
                  Martin Lukac and
                  Shinobu Nagayama and
                  Ferdinand Moln{\'{a}}r and
                  Michitaka Kameyama},
  title        = {Synthetic Data-Based Algorithm Selection for Medical Image Classification
                  Under Limited Data Availability},
  journal      = {Algorithms},
  volume       = {18},
  number       = {6},
  pages        = {310},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18060310},
  doi          = {10.3390/A18060310},
  timestamp    = {Tue, 14 Oct 2025 19:40:35 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/ZhabinetsTLNMK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Belsti2023,
  author       = {Yitayeh Belsti and
                  Lisa Moran and
                  Lan Du and
                  Aya Mousa and
                  Kushan De Silva and
                  Joanne Enticott and
                  Helena Teede},
  title        = {Comparison of machine learning and conventional logistic regression-based
                  prediction models for gestational diabetes in an ethnically diverse
                  population; the Monash {GDM} Machine learning model},
  journal      = {Int. J. Medical Informatics},
  volume       = {179},
  pages        = {105228},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.ijmedinf.2023.105228},
  doi          = {10.1016/J.IJMEDINF.2023.105228},
  timestamp    = {Sun, 06 Oct 2024 21:30:10 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/BelstiMDMSET23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Karabatak2023,
  author       = {Song{\"{u}}l Karabatak and
                  Sevin{\c{c}} Ay and
                  Murat Karabatak},
  title        = {The Relationship between Digital Citizenship and Information Security
                  Achievement},
  booktitle    = {11th International Symposium on Digital Forensics and Security, {ISDFS}
                  2023, Chattanooga, TN, USA, May 11-12, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISDFS58141.2023.10131835},
  doi          = {10.1109/ISDFS58141.2023.10131835},
  timestamp    = {Sun, 04 Jun 2023 12:05:03 +0200},
  biburl       = {https://dblp.org/rec/conf/isdfs/KarabatakAK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Rechkemmer2022,
  author       = {Amy Rechkemmer and
                  Ming Yin},
  editor       = {Simone D. J. Barbosa and
                  Cliff Lampe and
                  Caroline Appert and
                  David A. Shamma and
                  Steven Mark Drucker and
                  Julie R. Williamson and
                  Koji Yatani},
  title        = {When Confidence Meets Accuracy: Exploring the Effects of Multiple
                  Performance Indicators on Trust in Machine Learning Models},
  booktitle    = {{CHI} '22: {CHI} Conference on Human Factors in Computing Systems,
                  New Orleans, LA, USA, 29 April 2022 - 5 May 2022},
  pages        = {535:1--535:14},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3491102.3501967},
  doi          = {10.1145/3491102.3501967},
  timestamp    = {Sun, 04 Jun 2023 12:05:01 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/RechkemmerY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Jiang2022,
  author       = {Manrui Jiang and
                  Lifen Jia and
                  Zhensong Chen and
                  Wei Chen},
  title        = {The two-stage machine learning ensemble models for stock price prediction
                  by combining mode decomposition, extreme learning machine and improved
                  harmony search algorithm},
  journal      = {Ann. Oper. Res.},
  volume       = {309},
  number       = {2},
  pages        = {553--585},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10479-020-03690-w},
  doi          = {10.1007/S10479-020-03690-W},
  timestamp    = {Tue, 08 Feb 2022 10:41:06 +0100},
  biburl       = {https://dblp.org/rec/journals/anor/JiangJCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Belhaouari2025,
  author       = {Samir Brahim Belhaouari and
                  Yunis Carreon Kahalan and
                  Humaira Shaffique and
                  Ismael Belhaouari and
                  Ashhadul Islam},
  title        = {Oversampling and Downsampling with Core-Boundary Awareness: {A} Data
                  Quality-Driven Approach},
  journal      = {CoRR},
  volume       = {abs/2509.19856},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.19856},
  doi          = {10.48550/ARXIV.2509.19856},
  eprinttype    = {arXiv},
  eprint       = {2509.19856},
  timestamp    = {Sat, 18 Oct 2025 21:51:45 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-19856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Sivalingam2025,
  author       = {Saravanan Madderi Sivalingam and
                  P. Pavan Kumar},
  title        = {Pufferfish: Cost-aware based task scheduling algorithm using pufferfish
                  optimization algorithm in cloud computing},
  journal      = {Intell. Decis. Technol.},
  volume       = {19},
  number       = {4},
  pages        = {2788--2798},
  year         = {2025},
  url          = {https://doi.org/10.1177/18724981251319611},
  doi          = {10.1177/18724981251319611},
  timestamp    = {Thu, 11 Sep 2025 20:25:15 +0200},
  biburl       = {https://dblp.org/rec/journals/idt/SivalingamK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Rajasekar2022,
  author       = {Vani Rajasekar and
                  Sathya Krishnamoorthi and
                  Muzafer Saracevic and
                  Dzenis Pepic and
                  Mahir Zajmovic and
                  Haris Zogic},
  title        = {Ensemble Machine Learning Methods to Predict the Balancing of Ayurvedic
                  Constituents in the Human Body Ensemble Machine Learning Methods to
                  Predict},
  journal      = {Comput. Sci.},
  volume       = {23},
  number       = {1},
  year         = {2022},
  url          = {https://doi.org/10.7494/csci.2022.23.1.4315},
  doi          = {10.7494/CSCI.2022.23.1.4315},
  timestamp    = {Sun, 04 Aug 2024 19:52:21 +0200},
  biburl       = {https://dblp.org/rec/journals/aghcs/RajasekarKSPZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Rovenchak2024,
  author       = {Andrij A. Rovenchak and
                  Maksym Druchok},
  title        = {Machine learning-assisted search for novel coagulants: When machine
                  learning can be efficient even if data availability is low},
  journal      = {J. Comput. Chem.},
  volume       = {45},
  number       = {13},
  pages        = {937--952},
  year         = {2024},
  url          = {https://doi.org/10.1002/jcc.27292},
  doi          = {10.1002/JCC.27292},
  timestamp    = {Fri, 17 May 2024 21:40:36 +0200},
  biburl       = {https://dblp.org/rec/journals/jcc/RovenchakD24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Chen2025,
  author       = {Jingfang Chen and
                  Ling Wang and
                  Hongyan Sang and
                  Chu{-}Ge Wu and
                  Jingjing Wang},
  title        = {A Prior and Posterior Order Postponement Framework for the On-Demand
                  Food Delivery Problem},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {26},
  number       = {10},
  pages        = {14879--14895},
  year         = {2025},
  url          = {https://doi.org/10.1109/TITS.2025.3575482},
  doi          = {10.1109/TITS.2025.3575482},
  timestamp    = {Sun, 09 Nov 2025 16:30:33 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/ChenWSWW25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Mike2021,
  author       = {Koby Mike and
                  Rinat B. Rosenberg{-}Kima},
  editor       = {Mark Sherriff and
                  Laurence D. Merkle and
                  Pamela A. Cutter and
                  Alvaro E. Monge and
                  Judithe Sheard},
  title        = {Teaching Machine Learning to Computer Science Preservice Teachers:
                  Human vs. Machine Learning},
  booktitle    = {{SIGCSE} '21: The 52nd {ACM} Technical Symposium on Computer Science
                  Education, Virtual Event, USA, March 13-20, 2021},
  pages        = {1368},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3408877.3439550},
  doi          = {10.1145/3408877.3439550},
  timestamp    = {Wed, 07 Apr 2021 17:09:31 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcse/MikeR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Chang2024,
  author       = {Shih Yu Chang and
                  Hsiao{-}Chun Wu},
  title        = {Random Tensor Analysis: Outlier Detection and Sample-Size Determination},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {31},
  pages        = {2835--2839},
  year         = {2024},
  url          = {https://doi.org/10.1109/LSP.2024.3475909},
  doi          = {10.1109/LSP.2024.3475909},
  timestamp    = {Wed, 06 Nov 2024 22:17:57 +0100},
  biburl       = {https://dblp.org/rec/journals/spl/ChangW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Dhara2025,
  author       = {Bidisha Dhara and
                  Monika Agrawal and
                  Sumantra Dutta Roy},
  title        = {Beamforming optimization via quantum algorithms using Variational
                  Quantum Eigensolver and Quantum Approximate Optimization Algorithm},
  journal      = {{IET} Quantum Commun.},
  volume       = {6},
  number       = {1},
  year         = {2025},
  url          = {https://doi.org/10.1049/qtc2.12120},
  doi          = {10.1049/QTC2.12120},
  timestamp    = {Fri, 09 May 2025 20:26:34 +0200},
  biburl       = {https://dblp.org/rec/journals/iet-qtc/DharaAR25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Nitzke2025,
  author       = {Isabel Nitzke and
                  Gabriela Guevara{-}Carrion and
                  Denis Saric and
                  Simon Homes and
                  Simon Stephan and
                  Robin Fingerhut and
                  Martin Bernreuther and
                  Hans Hasse and
                  Jadran Vrabec},
  title        = {ms2: {A} molecular simulation tool for thermodynamic properties, release
                  5.0},
  journal      = {Comput. Phys. Commun.},
  volume       = {310},
  pages        = {109541},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.cpc.2025.109541},
  doi          = {10.1016/J.CPC.2025.109541},
  timestamp    = {Tue, 01 Apr 2025 19:00:08 +0200},
  biburl       = {https://dblp.org/rec/journals/cphysics/NitzkeGSHSFBHV25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Aziz2022,
  author       = {Nor Azlina Bt Ab. Aziz and
                  Kamarulzaman Ab. Aziz},
  title        = {Pendulum Search Algorithm: An Optimization Algorithm Based on Simple
                  Harmonic Motion and Its Application for a Vaccine Distribution Problem},
  journal      = {Algorithms},
  volume       = {15},
  number       = {6},
  pages        = {214},
  year         = {2022},
  url          = {https://doi.org/10.3390/a15060214},
  doi          = {10.3390/A15060214},
  timestamp    = {Mon, 01 May 2023 13:02:21 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/AzizA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Mosqueira-Rey2021,
  author       = {Eduardo Mosqueira{-}Rey and
                  David Alonso{-}R{\'{\i}}os and
                  Andr{\'{e}}s Baamonde{-}Lozano},
  editor       = {Jaroslaw Watr{\'{o}}bski and
                  Wojciech Salabun and
                  Carlos Toro and
                  Cecilia Zanni{-}Merk and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Integrating Iterative Machine Teaching and Active Learning into the
                  Machine Learning Loop},
  booktitle    = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
                  Proceedings of the 25th International Conference KES-2021, Virtual
                  Event / Szczecin, Poland, 8-10 September 2021},
  series       = {Procedia Computer Science},
  volume       = {192},
  pages        = {553--562},
  publisher    = {Elsevier},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.procs.2021.08.057},
  doi          = {10.1016/J.PROCS.2021.08.057},
  timestamp    = {Mon, 24 Oct 2022 20:50:58 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/Mosqueira-ReyAB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Opris2025,
  author       = {Andre Opris and
                  Johannes Lengler and
                  Dirk Sudholt},
  title        = {Achieving Tight O(4\({}^{\mbox{k)}}\) Runtime Bounds on Jump\({}_{\mbox{k}}\)
                  by Proving that Genetic Algorithms Evolve Near-Maximal Population
                  Diversity},
  journal      = {Algorithmica},
  volume       = {87},
  number       = {11},
  pages        = {1564--1619},
  year         = {2025},
  url          = {https://doi.org/10.1007/s00453-025-01323-x},
  doi          = {10.1007/S00453-025-01323-X},
  timestamp    = {Sat, 04 Oct 2025 20:35:01 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithmica/OprisLS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Raatikainen2025,
  author       = {Mikko Raatikainen and
                  Charalampos Souris and
                  Jukka J. Remes and
                  Vlad Stirbu},
  title        = {Machine Learning Lineage for Trustworthy Machine Learning Systems:
                  Information Framework for MLOps Pipelines},
  journal      = {{IEEE} Softw.},
  volume       = {42},
  number       = {1},
  pages        = {51--58},
  year         = {2025},
  url          = {https://doi.org/10.1109/MS.2024.3414317},
  doi          = {10.1109/MS.2024.3414317},
  timestamp    = {Sun, 15 Jun 2025 21:07:08 +0200},
  biburl       = {https://dblp.org/rec/journals/software/RaatikainenSRS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Vakili2024,
  author       = {Asrin Vakili and
                  Hamza Mohammed Ridha Al{-}Khafaji and
                  Mehdi Darbandi and
                  Arash Heidari and
                  Nima Jafari Navimipour and
                  Mehmet Unal},
  title        = {A new service composition method in the cloud-based Internet of things
                  environment using a grey wolf optimization algorithm and MapReduce
                  framework},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {36},
  number       = {16},
  year         = {2024},
  url          = {https://doi.org/10.1002/cpe.8091},
  doi          = {10.1002/CPE.8091},
  timestamp    = {Fri, 02 Aug 2024 21:40:36 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/VakiliADHNU24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Kilian2023,
  author       = {Pascal Kilian and
                  Sangbeak Ye and
                  Augustin Kelava},
  title        = {Mixed effects in machine learning - {A} flexible mixedML framework
                  to add random effects to supervised machine learning regression},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2023},
  year         = {2023},
  url          = {https://openreview.net/forum?id=MKZyHtmfwH},
  timestamp    = {Thu, 18 May 2023 14:15:43 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/KilianYK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Pan2025,
  author       = {Yuede Pan and
                  Kaifeng Zhong and
                  Yubao Xie and
                  Mingzhang Pan and
                  Wei Guan and
                  Li Li and
                  Changye Liu and
                  Xingjia Man and
                  Zhiqing Zhang and
                  Mantian Li},
  title        = {A Review of Hybrid Vehicles Classification and Their Energy Management
                  Strategies: An Exploration of the Advantages of Genetic Algorithms},
  journal      = {Algorithms},
  volume       = {18},
  number       = {6},
  pages        = {354},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18060354},
  doi          = {10.3390/A18060354},
  timestamp    = {Tue, 14 Oct 2025 19:40:35 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/PanZXPGLLMZL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Qayyum2020,
  author       = {Adnan Qayyum and
                  Aneeqa Ijaz and
                  Muhammad Usama and
                  Waleed Iqbal and
                  Junaid Qadir and
                  Yehia Elkhatib and
                  Ala I. Al{-}Fuqaha},
  title        = {Securing Machine Learning in the Cloud: {A} Systematic Review of Cloud
                  Machine Learning Security},
  journal      = {Frontiers Big Data},
  volume       = {3},
  pages        = {587139},
  year         = {2020},
  url          = {https://doi.org/10.3389/fdata.2020.587139},
  doi          = {10.3389/FDATA.2020.587139},
  timestamp    = {Tue, 07 May 2024 20:24:42 +0200},
  biburl       = {https://dblp.org/rec/journals/fdata/QayyumIUIQEA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Lehner2024,
  author       = {Lukas Lehner and
                  Martina Landman},
  editor       = {Henning Fernau and
                  Inge Schwank and
                  Jacqueline Staub},
  title        = {Unplugged Decision Tree Learning - {A} Learning Activity for Machine
                  Learning Education in {K-12}},
  booktitle    = {Creative Mathematical Sciences Communication: 7th International Conference,
                  {CMSC} 2024, Trier, Germany, October 7-10, 2024, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {15229},
  pages        = {50--65},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-73257-7\_4},
  doi          = {10.1007/978-3-031-73257-7\_4},
  timestamp    = {Mon, 03 Mar 2025 21:00:36 +0100},
  biburl       = {https://dblp.org/rec/conf/cmsc/LehnerL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Gaohui2025,
  author       = {Cao Gaohui and
                  Zhang Wen and
                  Puyi Liu},
  title        = {Algorithmic Gossiping: sharing and non-sharing that evolve algorithmic
                  imaginaries to folk theories},
  journal      = {Inf. Res.},
  volume       = {30},
  number       = {2},
  pages        = {664--672},
  year         = {2025},
  url          = {https://doi.org/10.47989/ir30colis51922},
  doi          = {10.47989/IR30COLIS51922},
  timestamp    = {Thu, 14 Aug 2025 12:53:54 +0200},
  biburl       = {https://dblp.org/rec/journals/ires/GaohuiWL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Noei2025,
  author       = {Shayan Noei and
                  Heng Li and
                  Ying Zou},
  title        = {Detecting Refactoring Commits in Machine Learning Python Projects:
                  {A} Machine Learning-Based Approach},
  journal      = {{ACM} Trans. Softw. Eng. Methodol.},
  volume       = {34},
  number       = {3},
  pages        = {68:1--68:25},
  year         = {2025},
  url          = {https://doi.org/10.1145/3705309},
  doi          = {10.1145/3705309},
  timestamp    = {Sat, 31 May 2025 23:18:42 +0200},
  biburl       = {https://dblp.org/rec/journals/tosem/NoeiLZ25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Dey2025,
  author       = {Nolan Simran Dey and
                  J. Eric Taylor and
                  Alexander Wong and
                  Bryan P. Tripp and
                  Graham W. Taylor},
  title        = {Neuron-based explanations of neural networks sacrifice completeness
                  and interpretability},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2025},
  year         = {2025},
  url          = {https://openreview.net/forum?id=UWNa9Pv6qA},
  timestamp    = {Fri, 20 Jun 2025 14:19:48 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/DeyTWTT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Bakkes2025,
  author       = {Tom H. G. F. Bakkes and
                  Ashley de Bie Dekker and
                  Jonna A. van der Stam and
                  Uzay Kaymak and
                  Massimo Mischi and
                  R. Arthur Bouwman and
                  Simona Turco},
  title        = {Validation of the advanced alert monitor in a Dutch hospital using
                  local optimization and refinement of the outcome definition},
  journal      = {Int. J. Medical Informations},
  volume       = {201},
  pages        = {105930},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.ijmedinf.2025.105930},
  doi          = {10.1016/J.IJMEDINF.2025.105930},
  timestamp    = {Fri, 04 Jul 2025 22:13:12 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/BakkesDSKMBT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
% NOT FOUND: Citation 72 - the machine learning-oriented paper from 2024 (too vague to identify specific paper)

@article{Cheng2025,
  author       = {Jun Cheng and
                  Wim De Waele},
  title        = {Multi-objective weighted average algorithm: a novel algorithm for
                  multi-objective optimization problems and its application in engineering
                  problems},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {159},
  pages        = {111569},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.engappai.2025.111569},
  doi          = {10.1016/J.ENGAPPAI.2025.111569},
  timestamp    = {Sat, 09 Aug 2025 12:16:28 +0200},
  biburl       = {https://dblp.org/rec/journals/eaai/ChengW25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Ifrim2025,
  author       = {Ana Maria Ifrim and
                  Ionica Oncioiu},
  title        = {A Hybrid Numerical-Semantic Clustering Algorithm Based on Scalarized
                  Optimization},
  journal      = {Algorithms},
  volume       = {18},
  number       = {10},
  pages        = {607},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18100607},
  doi          = {10.3390/A18100607},
  timestamp    = {Fri, 31 Oct 2025 14:41:59 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/IfrimO25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@proceedings{Sheth2020,
  editor       = {Manas Gaur and
                  Alejandro Jaimes and
                  Fatma Ozcan and
                  Srinivasan Parthasarathy and
                  Sameena Shah and
                  Amit P. Sheth and
                  Biplav Srivastava},
  title        = {Proceedings of the {ACM} {SIGKDD} Workshop on Knowledge-infused Mining
                  and Learning for Social Impact co-located with 26th {ACM} {SIGKDD}
                  Conference on Knowledge Discovery and Data Mining (Virtual) {(SIGKDD}
                  2020), San Diego, California, USA, August 24, 2020},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2657},
  publisher    = {CEUR-WS.org},
  year         = {2020},
  url          = {https://ceur-ws.org/Vol-2657},
  urn          = {urn:nbn:de:0074-2657-5},
  timestamp    = {Fri, 10 Mar 2023 16:22:46 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/2020kiml.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Werner2022,
  author       = {Yannis Werner and
                  Tim van Hout and
                  Vijey Subramani Raja Gopalan and
                  Thomas Vietor},
  title        = {Test and Validation of the Surrogate-Based, Multi-Objective {GOMORS}
                  Algorithm against the {NSGA-II} Algorithm in Structural Shape Optimization},
  journal      = {Algorithms},
  volume       = {15},
  number       = {2},
  pages        = {46},
  year         = {2022},
  url          = {https://doi.org/10.3390/a15020046},
  doi          = {10.3390/A15020046},
  timestamp    = {Thu, 24 Mar 2022 15:55:47 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/WernerHGV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Touafek2023,
  author       = {Nesrine Touafek and
                  Fatima Benbouzid{-}Si Tayeb and
                  Asma Ladj},
  title        = {A Reinforcing-Learning-Driven Artificial Bee Colony Algorithm for
                  Scheduling Jobs and Flexible Maintenance under Learning and Deteriorating
                  Effects},
  journal      = {Algorithms},
  volume       = {16},
  number       = {9},
  pages        = {397},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16090397},
  doi          = {10.3390/A16090397},
  timestamp    = {Tue, 07 May 2024 20:27:22 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/TouafekTL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Zhao2025,
  author       = {Yu Zhao and
                  Jinghao Chen and
                  Jie Meng and
                  Peng Ye and
                  Kuojun Yang and
                  Wuhuang Huang},
  title        = {Real-Time Digital Background Calibration Technology for Integral Nonlinearity
                  of Analog-to-Digital Converters},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {74},
  pages        = {1--11},
  year         = {2025},
  url          = {https://doi.org/10.1109/TIM.2025.3550213},
  doi          = {10.1109/TIM.2025.3550213},
  timestamp    = {Fri, 09 May 2025 20:25:13 +0200},
  biburl       = {https://dblp.org/rec/journals/tim/ZhaoCMYYH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Citation 78 - Schmid aaai21 (AAAI connection failed during search)

@article{Sakshi2024,
  author       = {Sakshi and
                  Vinay Kukreja},
  title        = {Machine learning and non-machine learning methods in mathematical
                  recognition systems: Two decades' systematic literature review},
  journal      = {Multim. Tools Appl.},
  volume       = {83},
  number       = {9},
  pages        = {27831--27900},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11042-023-16356-z},
  doi          = {10.1007/S11042-023-16356-Z},
  timestamp    = {Sat, 16 Mar 2024 15:10:40 +0100},
  biburl       = {https://dblp.org/rec/journals/mta/SakshiK24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Faraji2025,
  author       = {Hossien Faraji and
                  Amir Khorsandi and
                  Seyed Hossein Hosseinian},
  title        = {Multi-Level Frequency Control, Resilience Enhancement and Cyber-Attack
                  Identification in Multi-Area {LCC-HVDC} Interconnected Networks},
  journal      = {{IEEE} Trans. Smart Grid},
  volume       = {16},
  number       = {2},
  pages        = {1719--1731},
  year         = {2025},
  url          = {https://doi.org/10.1109/TSG.2024.3492956},
  doi          = {10.1109/TSG.2024.3492956},
  timestamp    = {Fri, 07 Mar 2025 18:30:53 +0100},
  biburl       = {https://dblp.org/rec/journals/tsg/FarajiKH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Citation 81 - Lu energy25 (connection errors during search, no clear match found)

% NOT FOUND: Citation 82 - that conduct rigorous paper by Satzger (connection error during search)

@article{Ghasemi2025,
  author       = {Arezoo Ghasemi and
                  Ghanshyam G. Tejani},
  title        = {A new optimization algorithm based on the integration of reinforcement
                  learning and {HHO} algorithm for virtual machine placement in cloud
                  data centers},
  journal      = {Computing},
  volume       = {107},
  number       = {6},
  pages        = {145},
  year         = {2025},
  url          = {https://doi.org/10.1007/s00607-025-01493-0},
  doi          = {10.1007/S00607-025-01493-0},
  timestamp    = {Thu, 26 Jun 2025 22:11:45 +0200},
  biburl       = {https://dblp.org/rec/journals/computing/GhasemiT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Bosch2025,
  author       = {Paul Bosch and
                  Ernesto Parra Inza and
                  Ismael R{\'{\i}}os Villamar and
                  Jos{\'{e}} Luis S{\'{a}}nchez{-}Santiesteban},
  title        = {Total Outer-Independent Domination Number: Bounds and Algorithms},
  journal      = {Algorithms},
  volume       = {18},
  number       = {3},
  pages        = {159},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18030159},
  doi          = {10.3390/A18030159},
  timestamp    = {Tue, 11 Nov 2025 16:59:40 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/BoschIVS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Li2025,
  author       = {Guangpeng Li and
                  Li Li and
                  Guoyong Cai},
  title        = {A GIN-Guided Multiobjective Evolutionary Algorithm for Robustness
                  Optimization of Complex Networks},
  journal      = {Algorithms},
  volume       = {18},
  number       = {10},
  pages        = {666},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18100666},
  doi          = {10.3390/A18100666},
  timestamp    = {Fri, 31 Oct 2025 14:42:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/LiLC25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Olowononi2021,
  author       = {Felix O. Olowononi and
                  Danda B. Rawat and
                  Chunmei Liu},
  title        = {Resilient Machine Learning for Networked Cyber Physical Systems: {A}
                  Survey for Machine Learning Security to Securing Machine Learning
                  for {CPS}},
  journal      = {{IEEE} Commun. Surv. Tutorials},
  volume       = {23},
  number       = {1},
  pages        = {524--552},
  year         = {2021},
  url          = {https://doi.org/10.1109/COMST.2020.3036778},
  doi          = {10.1109/COMST.2020.3036778},
  timestamp    = {Mon, 03 Mar 2025 21:31:18 +0100},
  biburl       = {https://dblp.org/rec/journals/comsur/OlowononiRL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Ntentos2025,
  author       = {Evangelos Ntentos and
                  Stephen John Warnett and
                  Uwe Zdun},
  title        = {On the understandability of machine learning practices in deep learning
                  and reinforcement learning based systems},
  journal      = {J. Syst. Softw.},
  volume       = {222},
  pages        = {112343},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.jss.2025.112343},
  doi          = {10.1016/J.JSS.2025.112343},
  timestamp    = {Tue, 01 Apr 2025 19:02:25 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/NtentosWZ25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Shen2021,
  author       = {Chao Shen and
                  Ye Hu and
                  Zhe Wang and
                  Xujun Zhang and
                  Haiyang Zhong and
                  Gaoang Wang and
                  Xiaojun Yao and
                  Lei Xu and
                  Dong{-}Sheng Cao and
                  Tingjun Hou},
  title        = {Can machine learning consistently improve the scoring power of classical
                  scoring functions? Insights into the role of machine learning in scoring
                  functions},
  journal      = {Briefings Bioinform.},
  volume       = {22},
  number       = {1},
  pages        = {497--514},
  year         = {2021},
  url          = {https://doi.org/10.1093/bib/bbz173},
  doi          = {10.1093/BIB/BBZ173},
  timestamp    = {Tue, 16 Jul 2024 20:30:55 +0200},
  biburl       = {https://dblp.org/rec/journals/bib/ShenHWZZWYXCH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Mallet2024,
  author       = {Antoine Mallet and
                  Martin Benes and
                  R{\'{e}}mi Cogranne},
  title        = {Cover-source mismatch in steganalysis: systematic review},
  journal      = {{EURASIP} J. Inf. Secur.},
  volume       = {2024},
  number       = {1},
  pages        = {26},
  year         = {2024},
  url          = {https://doi.org/10.1186/s13635-024-00171-6},
  doi          = {10.1186/S13635-024-00171-6},
  timestamp    = {Sun, 06 Oct 2024 21:26:54 +0200},
  biburl       = {https://dblp.org/rec/journals/ejisec/MalletBC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{Igescu2023,
  author       = {Stefan Igescu and
                  Viktor Sanca and
                  Eleni Zapridou and
                  Anastasia Ailamaki},
  editor       = {Rajesh Bordawekar and
                  Cinzia Cappiello and
                  Vasilis Efthymiou and
                  Lisa Ehrlinger and
                  Vijay Gadepally and
                  Sainyam Galhotra and
                  Sandra Geisler and
                  Sven Groppe and
                  Le Gruenwald and
                  Alon Y. Halevy and
                  Hazar Harmouch and
                  Oktie Hassanzadeh and
                  Ihab F. Ilyas and
                  Ernesto Jim{\'{e}}nez{-}Ruiz and
                  Sanjay Krishnan and
                  Tirthankar Lahiri and
                  Guoliang Li and
                  Jiaheng Lu and
                  Wolfgang Mauerer and
                  Umar Farooq Minhas and
                  Felix Naumann and
                  M. Tamer {\"{O}}zsu and
                  El Kindi Rezig and
                  Kavitha Srinivas and
                  Michael Stonebraker and
                  Satyanarayana R. Valluri and
                  Maria{-}Esther Vidal and
                  Haixun Wang and
                  Jiannan Wang and
                  Yingjun Wu and
                  Xun Xue and
                  Mohamed Za{\"{\i}}t and
                  Kai Zeng},
  title        = {Improving K-means Clustering Using Speculation},
  booktitle    = {Joint Proceedings of Workshops at the 49th International Conference
                  on Very Large Data Bases {(VLDB} 2023), Vancouver, Canada, August
                  28 - September 1, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3462},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3462/AIDB2.pdf},
  timestamp    = {Thu, 15 Aug 2024 07:54:16 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/IgescuSZA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Lichode2025,
  author       = {Rupatai Lichode and
                  Swapnili P. Karmore},
  title        = {Comparative analysis of optimization algorithm-based training algorithms
                  for a few shot continual learning},
  journal      = {Intell. Decis. Technol.},
  volume       = {19},
  number       = {1},
  pages        = {453--472},
  year         = {2025},
  url          = {https://doi.org/10.3233/idt-240543},
  doi          = {10.3233/IDT-240543},
  timestamp    = {Sat, 09 Aug 2025 12:16:13 +0200},
  biburl       = {https://dblp.org/rec/journals/idt/LichodeK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Citation 92 - Human-Hendricks et al. 2023 (search returned "Personalized Adaptive Learning..." which may not match "et al." pattern)

% NOT FOUND: Citation 93 - Zhang comput25 (connection error during search)

@article{Trojovska2022,
  author       = {Eva Trojovsk{\'{a}} and
                  Mohammad Dehghani and
                  Pavel Trojovsk{\'{y}}},
  title        = {Zebra Optimization Algorithm: {A} New Bio-Inspired Optimization Algorithm
                  for Solving Optimization Algorithm},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {49445--49473},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3172789},
  doi          = {10.1109/ACCESS.2022.3172789},
  timestamp    = {Thu, 02 Jun 2022 16:42:17 +0200},
  biburl       = {https://dblp.org/rec/journals/access/TrojovskaDT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Citation 95 - Zhou et al. 2017 (too many results, need more specific information)

@article{Ng2017,
  author       = {I{-}Man Ng and
                  Jia{-}Hsin Huang and
                  Shang{-}Chi Tsai and
                  Huai{-}Kuang Tsai},
  title        = {IsoPlot: a database for comparison of mRNA isoforms in fruit fly and
                  mosquitoes},
  journal      = {Database J. Biol. Databases Curation},
  volume       = {2017},
  pages        = {bax069},
  year         = {2017},
  url          = {https://doi.org/10.1093/database/bax069},
  doi          = {10.1093/DATABASE/BAX069},
  timestamp    = {Thu, 13 Aug 2020 12:41:39 +0200},
  biburl       = {https://dblp.org/rec/journals/biodb/NgHTT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Citation 97 - Fan et al. 2019 (too many results, need more specific information)

@article{Blake2017,
  author       = {Judith A. Blake and
                  Janan T. Eppig and
                  James A. Kadin and
                  Joel E. Richardson and
                  Cynthia L. Smith and
                  Carol J. Bult and
                  The Mouse Genome Database Group},
  title        = {Mouse Genome Database {(MGD)-2017:} community knowledge resource for
                  the laboratory mouse},
  journal      = {Nucleic Acids Res.},
  volume       = {45},
  number       = {Database-Issue},
  pages        = {D723--D729},
  year         = {2017},
  url          = {https://doi.org/10.1093/nar/gkw1040},
  doi          = {10.1093/NAR/GKW1040},
  timestamp    = {Sun, 17 May 2020 11:47:46 +0200},
  biburl       = {https://dblp.org/rec/journals/nar/BlakeEKRSBG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Dennis2019,
  author       = {Kristine K. Dennis and
                  Karan Uppal and
                  Ken H. Liu and
                  Chunyu Ma and
                  Bill Liang and
                  Young{-}Mi Go and
                  Dean P. Jones},
  title        = {Phytochelatin database: a resource for phytochelatin complexes of
                  nutritional and environmental metals},
  journal      = {Database J. Biol. Databases Curation},
  volume       = {2019},
  pages        = {baz083},
  year         = {2019},
  url          = {https://doi.org/10.1093/database/baz083},
  doi          = {10.1093/DATABASE/BAZ083},
  timestamp    = {Thu, 13 Aug 2020 12:41:56 +0200},
  biburl       = {https://dblp.org/rec/journals/biodb/DennisULMLGJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Spikol2018,
  author       = {Daniel Spikol and
                  Emanuele Ruffaldi and
                  Giacomo Dabisias and
                  Mutlu Cukurova},
  title        = {Supervised machine learning in multimodal learning analytics for estimating
                  success in project-based learning},
  journal      = {J. Comput. Assist. Learn.},
  volume       = {34},
  number       = {4},
  pages        = {366--377},
  year         = {2018},
  url          = {https://doi.org/10.1111/jcal.12263},
  doi          = {10.1111/JCAL.12263},
  timestamp    = {Sun, 19 Jan 2025 14:37:14 +0100},
  biburl       = {https://dblp.org/rec/journals/jcal/SpikolRDC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

% NOT FOUND: Citation 101 - that integrated national paper by Fox (connection error during search)

@article{Necci2018,
  author       = {Marco Necci and
                  Damiano Piovesan and
                  Diego Micheletti and
                  Lisanna Paladin and
                  Alessandro Cestaro and
                  Silvio C. E. Tosatto},
  title        = {PhytoTypeDB: a database of plant protein inter-cultivar variability
                  and function},
  journal      = {Database J. Biol. Databases Curation},
  volume       = {2018},
  pages        = {bay125},
  year         = {2018},
  url          = {https://doi.org/10.1093/database/bay125},
  doi          = {10.1093/DATABASE/BAY125},
  timestamp    = {Sun, 25 Jul 2021 11:36:33 +0200},
  biburl       = {https://dblp.org/rec/journals/biodb/NecciPMPCT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Kim2018,
  author       = {Ryan Gary Kim and
                  Janardhan Rao Doppa and
                  Partha Pratim Pande and
                  Diana Marculescu and
                  Radu Marculescu},
  title        = {Machine Learning and Manycore Systems Design: {A} Serendipitous Symbiosis},
  journal      = {Computer},
  volume       = {51},
  number       = {7},
  pages        = {66--77},
  year         = {2018},
  url          = {https://doi.org/10.1109/MC.2018.3011040},
  doi          = {10.1109/MC.2018.3011040},
  timestamp    = {Sun, 19 Jan 2025 14:29:31 +0100},
  biburl       = {https://dblp.org/rec/journals/computer/KimDPMM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{Wu2020,
  author       = {Jiun{-}Yu Wu and
                  Yi{-}Cheng Hsiao and
                  Mei{-}Wen Nian},
  title        = {Using supervised machine learning on large-scale online forums to
                  classify course-related Facebook messages in predicting learning achievement
                  within the personal learning environment},
  journal      = {Interact. Learn. Environ.},
  volume       = {28},
  number       = {1},
  pages        = {65--80},
  year         = {2020},
  url          = {https://doi.org/10.1080/10494820.2018.1515085},
  doi          = {10.1080/10494820.2018.1515085},
  timestamp    = {Sun, 19 Jan 2025 13:44:02 +0100},
  biburl       = {https://dblp.org/rec/journals/ile/WuHN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
