Anil Kumar Saini

28 papers A 3B 2C 2Journal 8Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Comparing PushGP and GPT-4o on Program Synthesis with only Input-Output Examples. GECCO Companion Jose Guadalupe Hernandez, Anil Kumar Saini, Gabriel Ketron, Jason H. Moore
2025	—	`conf`	Evaluating the Generalizability of Machine Learning Pipelines When Using Lexicase or Tournament Selection. GECCO Companion Jose Guadalupe Hernandez, Anil Kumar Saini, Ankit Gupta, Jason H. Moore
2025	J	`jnl`	Evolved SampleWeights for Bias Mitigation: Effectiveness Depends on Optimization Objectives. CoRR Anil Kumar Saini, Jose Guadalupe Hernandez, Emily F. Wong, Debanshi Misra, Jason H. Moore
2025	J	`jnl`	GP and LLMs for Program Synthesis: No Clear Winners. CoRR Jose Guadalupe Hernandez, Anil Kumar Saini, Gabriel Ketron, Jason H. Moore
2025	J	`jnl`	The tree-based pipeline optimization tool: Tackling biomedical research problems with genetic programming and automated machine learning. Patterns Jose Guadalupe Hernandez, Anil Kumar Saini, Attri Ghosh, Jason H. Moore
2024	J	`jnl`	Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics. CoRR Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
2024	—	`conf`	Lexidate: Model Evaluation and Selection with Lexicase. GECCO Companion Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
2024	J	`jnl`	Lexidate: Model Evaluation and Selection with Lexicase. CoRR Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
2024	—	`conf`	Machine Learning based Data-driven approach for State-of-Charge estimation in Redox Flow Battery. ICCCNT Anshul Kumar Yadav, Gaurav Madhukar, Anil Kumar Saini, K. Mariyappan, P. Ragupathy, Dhiraj
2023	—	`conf`	Damage Segmentation and Restoration of Ancient Wall Paintings for Preserving Cultural Heritage. CVIP (3) Hardaat Singh Baath, Soham Shinde, Jinam Keniya, Priyanshu Ranjan Mishra, Anil Kumar Saini, Dhiraj
2023	A	`conf`	Development of an IoT-based portable Weather Station with parameter monitoring and notifications for precision farming. ICST Ayush Dubey, Dhiraj, Anil Kumar Saini
2023	B	`conf`	Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning. EuroGP Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore
2023	J	`jnl`	Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning. CoRR Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore
2023	A	`conf`	Improved Driver Safety through Portable Assistive Device by Monitoring Vehicle Cabin Air Quality. ICST Anil Kumar Saini, Ayush Dubey, Gaurav Purohit, Dhiraj Dhiraj
2023	A	`conf`	Indoor Air Quality(IAQ) assessment using Wireless Sensor Network (WSN) for Multi-Storey Building Residents. ICST Anil Kumar Saini, Ayush Dubey, Gaurav Purohit, Dhiraj Dhiraj
2023	—	`conf`	TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning. GPTP Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore
2022	J	`jnl`	Deep learning inspired intelligent embedded system for haptic rendering of facial emotions to the blind. Neural Comput. Appl. Sumeet Saurav, Anil Kumar Saini, Ravi Saini, Sanjay Singh
2022	—	`conf`	Environments with local scopes for modules in genetic programming. GECCO Companion Anil Kumar Saini, Lee Spector, Thomas Helmuth
2021	—	`conf`	Evolving and Analyzing Modularity with GLEAM (Genetic Learning by Extraction and Absorption of Modules). GPTP Anil Kumar Saini, Lee Spector
2021	—	`conf`	GLEAM: genetic learning by extraction and absorption of modules. GECCO Companion Anil Kumar Saini, Lee Spector
2021	J	`jnl`	Relationships between parent selection methods, looping constructs, and success rate in genetic programming. Genet. Program. Evolvable Mach. Anil Kumar Saini, Lee Spector
2020	C	`conf`	Designing of Urban Air Pollution Monitoring System and Notify Traffic Police to their Personal Exposure in Urban Air Pollution. TENCON Harshita Jain, Anil Kumar Saini, Himanshu Nigam
2020	B	`conf`	Effect of Parent Selection Methods on Modularity. EuroGP Anil Kumar Saini, Lee Spector
2020	—	`conf`	Why and when are loops useful in genetic programming? GECCO Companion Anil Kumar Saini, Lee Spector
2019	C	`conf`	Indoor Environment Air Quality Monitoring and its Notification to Building Occupants. TENCON Himanshu Nigam, Anil Kumar Saini, Susmita Banerjee, Anuj Kumar
2019	—	`conf`	Modularity metrics for genetic programming. GECCO (Companion) Anil Kumar Saini, Lee Spector
2019	—	`conf`	Using Modularity Metrics as Design Features to Guide Evolution in Genetic Programming. GPTP Anil Kumar Saini, Lee Spector
2018	—	`conf`	Lexicase Selection Beyond Genetic Programming. GPTP Blossom Metevier, Anil Kumar Saini, Lee Spector