@article{cite36,
  author    = {Chiara Natali and Luca Marconi and Leslye Denisse Dias Duran and Federico Cabitza},
  title     = {AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond},
  journal   = {Artificial Intelligence Review},
  year      = {2025}
}

@article{cite37,
  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},
  year      = {2025}
}

@inproceedings{cite38,
  author    = {Dishita Naik and Nitin Naik},
  title     = {The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine Learning},
  booktitle = {UKCI},
  year      = {2023}
}

@inproceedings{cite39,
  author    = {Guanfeng Ji and Zhuo Zhang and Guan Huang and Rongxin Cui and Weisheng Yan and Shouxu Zhang and Yintao Wang and Xinxin Guo and Qi Sun},
  title     = {Hybrid Algorithm Research Based on Improved Genetic Algorithm and Auction Algorithm for AUVs Task Allocation},
  booktitle = {ICARM},
  year      = {2024}
}

@article{cite40,
  author    = {Changlu Guo and Anders Nymark Christensen and Anders Bjorholm Dahl and Yugen Yi and Morten Rieger Hannemose},
  title     = {SA-UNetv2: Rethinking Spatial Attention U-Net for Retinal Vessel Segmentation},
  journal   = {CoRR},
  year      = {2025}
}

@article{cite41,
  author    = {Sara Carcangiu and Augusto Montisci},
  title     = {A Training Algorithm for Locally Recurrent Neural Networks Based on the Explicit Gradient of the Loss Function},
  journal   = {Algorithms},
  year      = {2025}
}

@article{cite42,
  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},
  year      = {2025}
}

@article{cite43,
  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},
  year      = {2025}
}

@article{cite44,
  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   = {International Journal of Medical Informatics},
  year      = {2023}
}

@inproceedings{cite45,
  author    = {Gamzepelin Aksoy and Murat Karabatak},
  title     = {Comparison of QSVM with Other Machine Learning Algorithms on EEG Signals},
  booktitle = {ISDFS},
  year      = {2023}
}

@inproceedings{cite46,
  author    = {Chun-Wei Chiang and Ming Yin},
  title     = {Exploring the Effects of Machine Learning Literacy Interventions on Laypeople's Reliance on Machine Learning Models},
  booktitle = {IUI},
  year      = {2022}
}

@article{cite47,
  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   = {Annals of Operations Research},
  year      = {2022}
}

@article{cite48,
  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},
  year      = {2025}
}

@article{cite49,
  author    = {Saravanan Madderi Sivalingam and P. Pavan Kumar},
  title     = {Pufferfish: Cost-aware based task scheduling algorithm using pufferfish optimization algorithm in cloud computing},
  journal   = {Intelligent Decision Technologies},
  year      = {2025}
}

@article{cite50,
  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   = {Computer Science},
  year      = {2022}
}

@article{cite51,
  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   = {Journal of Computational Chemistry},
  year      = {2024}
}

@article{cite52,
  author    = {Yiying Zhao and Baohua Jin},
  title     = {HIPACO: An RSSI Indoor Positioning Algorithm Based on Improved Ant Colony Optimization Algorithm},
  journal   = {Algorithms},
  year      = {2025}
}

@inproceedings{cite53,
  author    = {Koby Mike and Rinat B. Rosenberg-Kima},
  title     = {Teaching Machine Learning to Computer Science Preservice Teachers: Human vs. Machine Learning},
  booktitle = {SIGCSE},
  year      = {2021}
}

@article{cite54,
  author    = {Shilong Yang and Jiayao Tan and Danyuan Luo and Yuzhou Wang and Xu Guo and Qiuyu Zhu and Chuanming Ma and Hanxiang Xiong},
  title     = {Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis},
  journal   = {Computers and Geosciences},
  year      = {2024}
}

@article{cite55,
  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 Communication},
  year      = {2025}
}

@inproceedings{cite56,
  author    = {Areej Alatawi and Ebru Burcu and Dimitris Kalogiros and Jes{\'{u}}s Requena Carri{\'{o}}n},
  title     = {Interactive Visual Learning in Machine Learning: A Cognitive Learning Theories-Driven Approach},
  booktitle = {EDUCON},
  year      = {2025}
}

@article{cite57,
  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},
  year      = {2022}
}

@inproceedings{cite58,
  author    = {Eduardo Mosqueira-Rey and David Alonso-R{\'{i}}os and Andr{\'{e}}s Baamonde-Lozano},
  title     = {Integrating Iterative Machine Teaching and Active Learning into the Machine Learning Loop},
  booktitle = {KES},
  year      = {2021}
}

@article{cite59,
  author    = {Haoyu Wang and Zetian Liu and Haiying Shen},
  title     = {Machine Learning Feature Based Job Scheduling for Distributed Machine Learning Clusters},
  journal   = {IEEE/ACM Transactions on Networking},
  year      = {2023}
}

% NOT FOUND: Achieving Tight O(4({
@misc{cite60,
  note      = {NOT FOUND: Achieving Tight O(4 - citation incomplete or paper not in DBLP}
}

@article{cite61,
  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 Software},
  year      = {2025}
}

@article{cite62,
  author    = {Elaheh Yaghoubi and Elnaz Yaghoubi and Ahmed Khamees and Amir Hossein Vakili},
  title     = {A systematic review and meta-analysis of artificial neural network, machine learning, deep learning, and ensemble learning approaches in field of geotechnical engineering},
  journal   = {Neural Computing and Applications},
  year      = {2024}
}

@article{cite63,
  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   = {Transactions on Machine Learning Research},
  year      = {2023}
}

@article{cite64,
  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},
  year      = {2025}
}

@article{cite65,
  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 in Big Data},
  year      = {2020}
}

@inproceedings{cite66,
  author    = {Lukas Lehner and Martina Landman},
  title     = {Unplugged Decision Tree Learning - A Learning Activity for Machine Learning Education in K-12},
  booktitle = {CMSC},
  year      = {2024}
}

@article{cite67,
  author    = {Cao Gaohui and Zhang Wen and Puyi Liu},
  title     = {Algorithmic Gossiping: sharing and non-sharing that evolve algorithmic imaginaries to folk theories},
  journal   = {Information Research},
  year      = {2025}
}

@article{cite68,
  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 Transactions on Software Engineering and Methodology},
  year      = {2025}
}

@article{cite69,
  author    = {Nidhi Soley and Ilia Rattsev and Traci J. Speed and Anping Xie and Kadija S. Ferryman and Casey Overby Taylor},
  title     = {Predicting postoperative chronic opioid use with fair machine learning models integrating multi-modal data sources: a demonstration of ethical machine learning in healthcare},
  journal   = {Journal of the American Medical Informatics Association},
  year      = {2025}
}

@article{cite70,
  author    = {Emil Rijcken and Kalliopi Zervanou and Pablo Mosteiro and Floortje Scheepers and Marco Spruit and Uzay Kaymak},
  title     = {Machine learning vs. rule-based methods for document classification of electronic health records within mental health care - A systematic literature review},
  journal   = {Natural Language Processing Journal},
  year      = {2025}
}
