% Control Group Output - Batch 3
% Generated manually via web search of DBLP database
% Date: 2025-11-19

% NOT FOUND: multi-objective weighted paper by Waele 2025
% Note: Found "Multi-objective Weighted Average Algorithm" by Cheng and De Waele 2025
% but not yet indexed in DBLP (published in Engineering Applications of Artificial Intelligence)

@article{Capogrosso2024,
  author    = {Luigi Capogrosso and Franco Fummi and Marco Cristani},
  title     = {A Machine Learning-oriented Survey on Tiny Machine Learning},
  journal   = {IEEE Access},
  year      = {2024},
  doi       = {10.1109/ACCESS.2024.3367413}
}

% NOT FOUND: Oncioiu et al. 2025
% Note: Ionica Oncioiu has DBLP entries from 2018-2021, but 2025 publications
% (healthcare AI, AI governance) not yet indexed in DBLP

% NOT FOUND: Sheth et al. 2020
% Note: Multiple Sheth authors found (Dev Yashpal, Kshiteej, Amit P., etc.)
% but unclear which specific paper is referenced

@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},
  doi       = {10.3390/a15020046}
}

% NOT FOUND: Benbouzid procee23
% Note: Multiple Benbouzid authors found with 2023 publications (Bilel, Djalel, Fatima)
% but "procee23" is unclear - could refer to any proceedings

% NOT FOUND: that digital background paper by Meng
% Note: Multiple Meng authors with digital economy/technology work, but no specific match

@inproceedings{Schmid2021,
  author    = {Thomas Schmid},
  title     = {Batch-like Online Learning for More Robust Hybrid Artificial Intelligence: Deconstruction as a Machine Learning Process},
  booktitle = {{AAAI} Spring Symposium: Combining Machine Learning with Knowledge Engineering},
  year      = {2021}
}

% NOT FOUND: Kukreja's machine learning work from 2024
% Note: Found "Defeaturing of CAD models using Machine Learning" by Aman Kukreja et al. 2024
% but not yet indexed in DBLP

% NOT FOUND: Hosseini et al. 2025
% Note: Multiple Hosseini authors with 2025 publications (Mehran, Hadi, Soheil, etc.)
% but unclear which specific paper is referenced

@inproceedings{Lu2025,
  author    = {Chenbei Lu and Jinhao Liang and Hongyu Yi and Chenye Wu},
  title     = {Cost-effective Closed-loop Bilevel Robust Optimization for Joint Chance-constrained Economic Dispatch},
  booktitle = {Proceedings of the 16th {ACM} International Conference on Future and Sustainable Energy Systems},
  series    = {e-Energy '25},
  year      = {2025},
  address   = {Rotterdam, The Netherlands}
}

@article{Kuhl2021,
  author    = {Niklas K{\"{u}}hl and Robin Hirt and Lucas Baier and Bj{\"{o}}rn Schmitz and Gerhard Satzger},
  title     = {How to Conduct Rigorous Supervised Machine Learning in Information Systems Research: The Supervised Machine Learning Report Card},
  journal   = {Communications of the Association for Information Systems},
  volume    = {48},
  pages     = {46},
  year      = {2021}
}

@article{Tejani2025,
  author    = {Ghanshyam G. Tejani and Author Unknown},
  title     = {{PBVit:} {A} Patch-Based Vision Transformer for Enhanced Brain Tumor Detection},
  journal   = {{IEEE} Access},
  volume    = {13},
  pages     = {13015--13029},
  year      = {2025}
}

@article{TotalOuter2025,
  author    = {Author Unknown},
  title     = {Total Outer-Independent Domination Number: Bounds and Algorithms},
  journal   = {Algorithms},
  volume    = {18},
  number    = {3},
  pages     = {159},
  year      = {2025},
  doi       = {10.3390/a18030159}
}

@article{Cai2025,
  author    = {G. Li and L. Li and G. Cai},
  title     = {A {GIN-Guided} Multiobjective Evolutionary Algorithm for Robustness Optimization of Complex Networks},
  journal   = {Algorithms},
  volume    = {18},
  number    = {10},
  pages     = {666},
  year      = {2025},
  doi       = {10.3390/a18100666}
}

@article{Olowononi2021,
  author    = {Felix 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   = {CoRR},
  volume    = {abs/2102.07244},
  year      = {2021},
  eprint    = {2102.07244},
  archivePrefix = {arXiv}
}

@article{Warnett2024,
  author    = {Stephen John Warnett and Uwe Zdun},
  title     = {On the Understandability of {MLOps} System Architectures},
  journal   = {{IEEE} Transactions on Software Engineering},
  volume    = {50},
  number    = {5},
  pages     = {1015--1039},
  year      = {2024}
}

% NOT FOUND: Hou's work on scoring functions machine from 2021
% Note: Found work by Hou's group on scoring functions but multiple papers in 2021

@inproceedings{Ngom2024,
  author    = {Amadou Latyr Ngom and Tim Kraska},
  title     = {Mallet: {SQL} Dialect Translation with {LLM} Rule Generation},
  booktitle = {aiDM@SIGMOD},
  pages     = {3:1--3:5},
  year      = {2024}
}

@article{Pant2025,
  author    = {Yuv Raj Pant and Larry Michael Leigh and Juliana Fajardo Rueda},
  title     = {Improving K-Means Clustering: {A} Comparative Study of Parallelized Version of Modified K-Means Algorithm for Clustering of Satellite Images},
  journal   = {Algorithms},
  volume    = {18},
  number    = {8},
  pages     = {532},
  year      = {2025},
  doi       = {10.3390/a18080532}
}

@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   = {Intelligent Decision Technologies},
  volume    = {19},
  year      = {2025}
}

% NOT FOUND: Human-Hendricks et al. 2023
% No results found for this author name

% NOT FOUND: Zhang's paper on improved a* algorithm from 2025
% No specific match found in DBLP

@article{Trojovsky2022,
  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},
  doi       = {10.1109/ACCESS.2022.3172801}
}

@article{Zhou2017,
  author    = {Yi{-}Fei Pu and Zhang Yi and Ji{-}Liu Zhou},
  title     = {Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks},
  journal   = {{IEEE} Transactions on Neural Networks and Learning Systems},
  volume    = {28},
  number    = {10},
  pages     = {2319--2333},
  year      = {2017},
  doi       = {10.1109/TNNLS.2016.2582512}
}

@article{Tsai2017,
  author    = {I{-}Ming Ng and Jia{-}Hsin Huang and Shun{-}Chieh Tsai and Author Unknown},
  title     = {{IsoPlot:} a database for comparison of {mRNA} isoforms in fruit fly and mosquitoes},
  journal   = {Database},
  year      = {2017},
  doi       = {10.1093/database/bax069}
}

% NOT FOUND: Fan's paper on rice genomic database from 2019
% Web search unavailable

% NOT FOUND: Group's paper on mouse genome community from 2017
% Web search unavailable

% NOT FOUND: Jones's paper on phytochelatin database from 2019
% Web search unavailable

@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   = {Journal of Computer Assisted Learning},
  volume    = {34},
  number    = {4},
  pages     = {366--377},
  year      = {2018},
  doi       = {10.1111/jcal.12263}
}

@article{Fox2019,
  author    = {Abigail J. Heithoff and Steven A. Totusek and Duc Le and Lucas Barwick and Gary Gensler and Donald R. Franklin and Allison C. Dye and Sanjit Pandey and Seth Sherman and Chittibabu Guda and Howard S. Fox},
  title     = {The integrated National NeuroAIDS Tissue Consortium database: a rich platform for neuroHIV research},
  journal   = {Database},
  volume    = {2019},
  year      = {2019},
  doi       = {10.1093/database/bay134}
}

% NOT FOUND: Tosatto et al. 2018
% Note: Multiple Tosatto authors with 2018 publications (Silvio, Silvano, Andrea)
% but unclear which specific paper is referenced

% NOT FOUND: Doppa 2018
% Note: Multiple Doppa publications in 2018 but unclear which specific paper is referenced

@article{Nian2020,
  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   = {Author Unknown},
  year      = {2020}
}
