
## CITATION 81: "Lu energy25"

GROUND TRUTH:
```
@article{DBLP:journals/eninf/WangJSDL25,
  author       = {Xinhua Wang and
                  Yujie Jia and
                  Hao Su and
                  Hua Dang and
                  Songfu Lu},
  title        = {Optimal scheduling of clean energy storage and charging integrated
                  system by fusing {DE} algorithm and kernel search algorithm},
  journal      = {Energy Inform.},
  volume       = {8},
  number       = {1},
  pages        = {33},
  year         = {2025},
  url          = {https://doi.org/10.1186/s42162-025-00494-9},
  doi          = {10.1186/S42162-025-00494-9},
  timestamp    = {Mon, 31 Mar 2025 15:49:37 +0200},
  biburl       = {https://dblp.org/rec/journals/eninf/WangJSDL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Kukreja2024,
  author = {Sakshi and Vinay Kukreja},
  title = {Machine Learning and Non-Machine Learning Methods in Mathematical Recognition Systems: Two Decades' Systematic Literature Review},
  journal = {Multimedia Tools and Applications},
  year = {2024},
  volume = {83},
  number = {9},
  pages = {27831--27900}
}
```

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


## CITATION 82: "that conduct rigorous paper by Satzger"

GROUND TRUTH:
```
@article{DBLP:journals/cais/KuhlHBSS21,
  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      = {Commun. Assoc. Inf. Syst.},
  volume       = {48},
  pages        = {46},
  year         = {2021},
  url          = {https://doi.org/10.17705/1cais.04845},
  doi          = {10.17705/1CAIS.04845},
  timestamp    = {Sun, 28 May 2023 00:01:49 +0200},
  biburl       = {https://dblp.org/rec/journals/cais/KuhlHBSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Hosseini2025,
  author = {Shahab Hosseini},
  title = {Dimensionless Machine Learning: Dimensional Analysis to Improve {LSSVM} and {ANN} Models and Predict Bearing Capacity of Circular Foundations},
  journal = {Artificial Intelligence Review},
  year = {2025},
  volume = {58},
  number = {4},
  pages = {117}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 83: "Tejani comput25"

GROUND TRUTH:
```
@article{DBLP:journals/computing/GhasemiT25,
  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}
}
```

CONTROL OUTPUT:
```
@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 (e-Energy)},
  year = {2025},
  pages = {80--91}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 84: "Total Outer-Independent Domination Number: Bounds..."

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/BoschIVS25,
  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}
}
```

CONTROL OUTPUT:
```
@article{Satzger2021,
  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},
  year = {2021},
  volume = {48},
  pages = {1--67},
  note = {Article 46}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 85: "Cai's paper on gin-guided multiobjective from 2025"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/LiLC25,
  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}
}
```

CONTROL OUTPUT:
```
@article{Tejani2025,
  author = {Ghanshyam G. Tejani and Sunil Kumar Sharma and Seyed Jalaleddin Mousavirad and Abdelrahman Radwan},
  title = {The Two-Archive Multi-Objective Grey Wolf Optimization Algorithm for Truss Structures},
  journal = {International Journal of Computational Intelligence Systems},
  year = {2025},
  volume = {18},
  number = {1}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 86: "Liu's paper on resilient machine from 2021"

GROUND TRUTH:
```
@article{DBLP:journals/comsur/OlowononiRL21,
  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}
}
```

CONTROL OUTPUT:
```
@article{TotalOuter2025,
  author = {Unknown Authors},
  title = {Total Outer-Independent Domination Number: Bounds and Algorithms},
  journal = {Algorithms},
  year = {2025},
  volume = {18},
  number = {3},
  pages = {159}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 87: "Zdun's j paper on understandability machine"

GROUND TRUTH:
```
@article{DBLP:journals/jss/NtentosWZ25,
  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}
}
```

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

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 88: "Hou's machine learning work from 2021"

GROUND TRUTH:
```
@article{DBLP:journals/bib/ShenHWZZWYXCH21,
  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}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Liu resilient machine 2021 - no exact match
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 89: "Mallet et al. 2024"

GROUND TRUTH:
```
@inproceedings{DBLP:conf/igarss/GuigalBCVBMM24,
  author       = {Baptiste Guigal and
                  Laurent Barthes and
                  Aymeric Chazottes and
                  Nicolas Viltard and
                  Erwan Le Bouar and
                  Emmanuel Moreau and
                  C{\'{e}}cile Mallet},
  title        = {Meta-Analysis of Rain Nowcasting Using Machine Learning and Non-Machine
                  Learning Models},
  booktitle    = {{IGARSS} 2024 - 2024 {IEEE} International Geoscience and Remote Sensing
                  Symposium, Athens, Greece, July 7-12, 2024},
  pages        = {5534--5538},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/IGARSS53475.2024.10642675},
  doi          = {10.1109/IGARSS53475.2024.10642675},
  timestamp    = {Thu, 26 Sep 2024 12:36:11 +0200},
  biburl       = {https://dblp.org/rec/conf/igarss/GuigalBCVBMM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@misc{Liu2021,
  author = {Liu, X.},
  title = {Resilient Machine Learning},
  year = {2021},
  note = {No exact match found}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 90: "Improving K-Means Clustering: {A"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/PantLR25,
  author       = {Yuv Raj Pant and
                  Larry 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},
  url          = {https://doi.org/10.3390/a18080532},
  doi          = {10.3390/A18080532},
  timestamp    = {Tue, 30 Sep 2025 08:54:45 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/PantLR25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Zdun2025,
  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 = {Journal of Systems and Software},
  year = {2025},
  volume = {222},
  pages = {112343}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 91: "Karmore intell25"

GROUND TRUTH:
```
@article{DBLP:journals/idt/LichodeK25,
  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}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Hou machine learning 2021 - multiple Hou authors
```

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


## CITATION 92: "Human-Hendricks et al. 2023"

GROUND TRUTH:
```
@article{DBLP:journals/access/EssaCH23,
  author       = {Saadia Gutta Essa and
                  Turgay {\c{C}}elik and
                  Nadia Emelia Human{-}Hendricks},
  title        = {Personalized Adaptive Learning Technologies Based on Machine Learning
                  Techniques to Identify Learning Styles: {A} Systematic Literature
                  Review},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {48392--48409},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2023.3276439},
  doi          = {10.1109/ACCESS.2023.3276439},
  timestamp    = {Fri, 24 Nov 2023 19:42:20 +0100},
  biburl       = {https://dblp.org/rec/journals/access/EssaCH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@misc{Hou2021,
  author = {Hou, Z.},
  title = {Machine Learning Work},
  year = {2021},
  note = {Multiple authors named Hou found}
}
```

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


## CITATION 93: "Zhang comput25"

GROUND TRUTH:
```
@article{DBLP:journals/cor/LiuHWGZZ25,
  author       = {Na Liu and
                  Zihang Hu and
                  Min Wei and
                  Pengfei Guo and
                  Shuhan Zhang and
                  Aodi Zhang},
  title        = {Improved A* algorithm incorporating RRT* thought: {A} path planning
                  algorithm for {AGV} in digitalised workshops},
  journal      = {Comput. Oper. Res.},
  volume       = {177},
  pages        = {106993},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.cor.2025.106993},
  doi          = {10.1016/J.COR.2025.106993},
  timestamp    = {Mon, 02 Jun 2025 07:55:47 +0200},
  biburl       = {https://dblp.org/rec/journals/cor/LiuHWGZZ25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@inproceedings{Mallet2024,
  author = {Amadou Latyr Ngom and Tim Kraska},
  title = {Mallet: {SQL} Dialect Translation with {LLM} Rule Generation},
  booktitle = {Proceedings of the Workshop on Applied AI for Database Systems Management (aiDM@SIGMOD)},
  year = {2024},
  pages = {3:1--3:5}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 94: "Trojovsky's ieee paper on zebra optimization"

GROUND TRUTH:
```
@article{DBLP:journals/access/TrojovskaDT22,
  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}
}
```

CONTROL OUTPUT:
```
@article{Agarap2020,
  author = {Abien Fred Agarap and Arnulfo P. Azcarraga},
  title = {Improving K-Means Clustering Performance with Disentangled Internal Representations},
  journal = {CoRR},
  year = {2020},
  volume = {abs/2006.04535}
}
```

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


## CITATION 95: "Zhou et al. 2017"

GROUND TRUTH:
```
@article{DBLP:journals/tnn/PuYZ17,
  author       = {Yi{-}Fei Pu and
                  Zhang Yi and
                  Jiliu Zhou},
  title        = {Fractional Hopfield Neural Networks: Fractional Dynamic Associative
                  Recurrent Neural Networks},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {28},
  number       = {10},
  pages        = {2319--2333},
  year         = {2017},
  url          = {https://doi.org/10.1109/TNNLS.2016.2582512},
  doi          = {10.1109/TNNLS.2016.2582512},
  timestamp    = {Mon, 09 Mar 2020 15:52:17 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/PuYZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Karmore2025,
  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},
  year = {2025},
  volume = {19},
  pages = {453--472}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 96: "that isoplot database paper by Tsai"

GROUND TRUTH:
```
@article{DBLP:journals/biodb/NgHTT17,
  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}
}
```

CONTROL OUTPUT:
```
@inproceedings{Hendricks2023,
  author = {Emanuele Bugliarello and Laurent Sartran and Aishwarya Agrawal and Lisa Anne Hendricks and Aida Nematzadeh},
  title = {Measuring Progress in Fine-Grained Vision-and-Language Understanding},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL)},
  year = {2023},
  pages = {1559--1582}
}
```

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


## CITATION 97: "Fan et al. 2019"

GROUND TRUTH:
```
@article{DBLP:journals/biodb/MaoCCJSWKQYZCF19,
  author       = {Lingfeng Mao and
                  Meihong Chen and
                  Qinjie Chu and
                  Lei Jia and
                  Most Humaira Sultana and
                  Dongya Wu and
                  Xiangdong Kong and
                  Jie Qiu and
                  Chu{-}Yu Ye and
                  Qian{-}Hao Zhu and
                  Xi Chen and
                  Longjiang Fan},
  title        = {RiceRelativesGD: a genomic database of rice relatives for rice research},
  journal      = {Database J. Biol. Databases Curation},
  volume       = {2019},
  pages        = {baz110},
  year         = {2019},
  url          = {https://doi.org/10.1093/database/baz110},
  doi          = {10.1093/DATABASE/BAZ110},
  timestamp    = {Sat, 30 Sep 2023 10:02:47 +0200},
  biburl       = {https://dblp.org/rec/journals/biodb/MaoCCJSWKQYZCF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Zhang computer 2025 - too many Zhang authors
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 98: "Group's paper on mouse genome from 2017"

GROUND TRUTH:
```
@article{DBLP:journals/nar/BlakeEKRSBG17,
  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}
}
```

CONTROL OUTPUT:
```
@misc{Zhang2025,
  author = {Zhang},
  title = {Computer Science Publication},
  year = {2025},
  note = {Too many authors named Zhang to identify specific paper}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 99: "Jones's paper on phytochelatin database from 2019"

GROUND TRUTH:
```
@article{DBLP:journals/biodb/DennisULMLGJ19,
  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}
}
```

CONTROL OUTPUT:
```
@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},
  year = {2022},
  volume = {10},
  pages = {49445--49473}
}
```

TREATMENT OUTPUT:
```
@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}
}
```


## CITATION 100: "supervised machine paper by Cukurova 2018"

GROUND TRUTH:
```
@article{DBLP:journals/jcal/SpikolRDC18,
  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}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Zhou 2017 - too many Zhou authors
```

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

