| 2024 | Studying the Relationship Between Crossover Features and Performance on MNK-Landscapes Using Regression Models. | Teruhisa Nakashima, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2024 | Improving the Performance of Genetic Algorithms for Combinatorial Optimization Using Machine Learning for Knowledge Transfer. | George Mweshi, Nelishia Pillay |
| 2024 | Quantum Neural Network Design via Quantum Deep Reinforcement Learning. | Anca Ioana Muscalagiu |
| 2024 | A Comparison of Advanced Machine Learning Models for Food Import Forecasting. | Corrado Mio, Siddhartha Shakya |
| 2024 | Grammatical Evolution of Synthesizable Finite State Machine-Based Behavioural Level Hardware Description Language Codes. | Bilal Majeed, Jack McEllin, Rajkumar Sarma, Ayman Youssef, Douglas Mota Dias, Conor Ryan |
| 2024 | Generating Small Instances with Interesting Features for the Traveling Salesperson Problem. | Tianyu Liang, Zhize Wu, Matthias Threr, Markus Wagner, Thomas Weise |
| 2024 | A Modified Preference-Based Hypervolume Indicator for Interactive Evolutionary Multiobjective Optimization Methods. | Maomao Liang, Babooshka Shavazipour, Bhupinder Singh Saini, Michael Emmerich, Kaisa Miettinen |
| 2024 | META: Deep Learning Pipeline for Detecting Anomalies on Multimodal Vibration Sewage Treatment Plant Data. | Simeon Krastev, Aukkawut Ammartayakun, Kewal Jayshankar Mishra, Harika Koduri, Eric Schuman, Drew Morris, Yuan Feng, Sai Supreeth Reddy Bandi, Chun-Kit Ngan, Andrew Yeung, Jason Li, Nigel Ko, Fatemeh Emdad, Elke A. Rundensteiner, Heiton M. H. Ho, T. K. Wong, Jolly P. C. Chan |
| 2024 | Modelling and Simulation of Adaptive Multi-Agent Systems with Stochastic Nets-within-Nets. | Michael Khler-Bumeier, Lorenzo Capra |
| 2024 | End-to-End Steering for Autonomous Vehicles via Conditional Imitation Co-Learning. | Mahmoud M. Kishky, Hesham M. Eraqi, Khaled M. F. Elsayed |
| 2024 | Trade Data Harmonization: A Multi-Objective Optimization Approach for Subcategory Alignment and Volume Optimization. | Himadri Sikhar Khargharia, Sid Shakya, Dymitr Ruta |
| 2024 | A Vector Autoregression-Based Algorithm for Dynamic Many-Objective Optimization Problems. | Kalthoum Karkazan, Haluk Rahmi Topcuoglu, Shaaban A. Sahmoud |
| 2024 | Unsupervised Feature Selection Using Extreme Learning Machine. | Mamadou Kanout, Edith Grall-Mas, Pierre Beauseroy |
| 2024 | Searching for Idealized Prototype Learning for Interpreting Multi-Layered Neural Networks. | Ryotaro Kamimura |
| 2024 | AI-Based Preliminary Modeling for Failure Prediction of Reactor Protection System in Nuclear Power Plants. | Hye Seon Jo, Ho Jun Lee, Ji Hun Park, Man Gyun Na |
| 2024 | Anomaly Detection in eSport Games Through Periodical In-Game Movement Analysis with Deep Recurrent Neural Network. | Mhd Irvan, Franziska Zimmer, Ryosuke Kobayashi, Maharage Nisansala Sevwandi Perera, Roberta Tamponi, Rie Shigetomi Yamaguchi |
| 2024 | Stealing Brains: From English to Czech Language Model. | Petr Hyner, Petr Marek, David Adamczyk, Jan Hula, Jan Sediv |
| 2024 | Separating the Yes- from the No-Instances in the Number Partitioning Problem. | Ruben Horn, Reitze Jansen, Okke van Eck, Daan van den Berg |
| 2024 | Fractal Analysis of the Subset-Sum Problem. | Ruben Horn, Daan van den Berg, Pieter Adriaans |
| 2024 | Neuron Labeling for Self-Organizing Maps Using a Novel Example-Centric Algorithm with Weight-Centric Finalization. | Willem S. van Heerden |
| 2024 | Educational Evolutionary Neural Architecture Search for Time Series Prediction. | Martha Isabel Escalona-Llaguno, Sergio M. Sarmiento-Rosales |
| 2024 | Trustworthy Benchmarking for Black-Box Single-Objective Optimization. | Tome Eftimov |
| 2024 | Invertibility of ReLU-Layers: A Practical Approach. | Hannah Eckert, Daniel Haider, Martin Ehler, Peter Balazs |
| 2024 | Automated Design of Routing Policies for the Dynamic Electric Vehicle Routing Problem with Genetic Programming. | Marko Durasevic, Francisco Javier Gil Gala |
| 2024 | Tangled Program Graphs with Indexed Memory in Control Tasks with Short Time Dependencies. | Tanya Djavaherpour, Ali Naqvi, Stephen Kelly |