Abstract is missing.
- Interpretable PINN for SOH Estimation in LFP BatteriesSahar Qaadan, Yasmin Alhendawy, Abdullah Ahmed, Aiman Alshare, Alexander Popp 0001, Benedikt Schmuelling. 1-18 [doi]
- MemoryChat: Leveraging Large Language Models as Conversational Agents to Transform the Cognitive Assessment in Dementia CareAlex Robertson, Huizhi Liang 0001, Judith Harrison. 19-33 [doi]
- Automatic Rule-Tuning of a Sugeno FIS Using the Mini-JEAN Architecture for Inverted Pendulum ControlLarbi Kharroubi, Hichem Maaref, Vincent Vigneron. 34-47 [doi]
- Improving Quantum Multi-Objective Optimization with Archiving and SubstitutionLinus Ekstrøm, Takafumi Hosogi, Xavier Bonet-Monroig, Hao Wang 0025, Thomas Bäck, Sebastian Schmitt. 48-62 [doi]
- Optimizing Permutation-Invariant Criterion with Law-Smooth Cross-Entropy Method: Application to Spectral Band Selection for Anomaly DetectionFrédéric Dambreville, Sidonie Lefebvre. 63-77 [doi]
- Physics-Informed Machine Learning for Reconstruction of Wind Turbulence with Wind LidarAmaury Capmas-Pernet, Christian Musso, Frédéric Dambreville, Matthieu Valla, Tomline Michel. 78-88 [doi]
- A FastMap-Based Encoder-Decoder Architecture and Its ApplicationsKexin Zheng, Thomy Phan, Sven Koenig, T. K. Satish Kumar. 89-104 [doi]
- Towards Multi-Agent Systems in Requirements Engineering: A Proof-of-Concept Study Using Large Language ModelsT. Y. Emmy Lai, Héctor Allende-Cid, Sven Giesselbach, Stefan Rüping 0001. 105-119 [doi]
- Operator-Based Generalization Bound for Deep Learning: Insights on Multi-task LearningMahdi Mohammadigohari, Giuseppe Di Fatta, Giuseppe Nicosia, Panos M. Pardalos. 120-137 [doi]
- KMagent: A Multi-agent Large Language Model-based Knowledge Management Platform for Product InnovationEmmanuel Osei-Brefo, Manish Bhardwaj, Huizhi Liang 0001, Yong Zhang, Sharon Scott, Zahid Qayyam. 138-158 [doi]
- Leveraging Genetic Algorithms for Efficient Demonstration Generation in Real-World Reinforcement Learning EnvironmentsTom Maus, Asma Atamna, Tobias Glasmachers. 159-173 [doi]
- Filling Gaps in Motion Capture Data: A Comparison of Three Statistical MethodsGabriele Romano, Selene Perazzini, Giorgio Gnecco. 174-184 [doi]
- Search Space Reduction Through Machine Learning for the Electric Autonomous Dial-A-Ride ProblemMaria Bresich, Günther R. Raidl, Caspian Coleman, Pascal Welke, Steffen Limmer. 185-200 [doi]
- Empirical Evidence for Data-Centric AI: A Comparative Study of Data Complexity and Hyperparameter EffectsEmmanuel Charleson Dapaah, Jens Grabowski. 201-218 [doi]
- Joint Inference for Informed End-to-End Knowledge Base PopulationBirgit Kirsch, Katharina Beckh, Nilesh Chackraborty, Sven Heuser, Stefan Rüping 0001. 219-234 [doi]
- A Risk-Averse Approach for the Leader in Multi-objective Bilevel OptimizationVedat Dogan, Steven D. Prestwich, Barry O'Sullivan. 235-249 [doi]
- Assessing Large Language Models Reliability in Relation Extraction: An Analysis on Text Processing and PromptingSamuel García Vázquez, Lorenzo Bertolini, Mario Ceresa, Sergio Consoli, Maribel Acosta. 250-264 [doi]
- Contracted Power Optimization for Industrial Energy Consumers in SpainHurdson Araujo, Theophile Mounier, Ehsan Aliyan, Sergio Ramos 0001, Héctor Quintián-Pardo, Rubén Romero 0001, João Soares 0001. 265-278 [doi]
- GraphSAGEnES: A Graph Neural Network Designed for Graphs with Low Feature DiscriminabilityBrian Daniel Bernhardt, Chiara Marciano, Mario Rosario Guarracino. 279-289 [doi]
- Real or Not? A Practitioner's Perspective on Unsupervised Multivariate Time Series Anomaly Detection in Cloud SystemsBhaskar Dhariyal, Heitor Ganzeli, Krzysztof Maslak, Dinesh Wijekoon. 290-304 [doi]
- Improving Diffusion Models for the Traveling Salesman Problem (TSP) by Leveraging the Structure of the Solution SpaceMickael Basson, Philippe Preux. 305-319 [doi]
- AI-Supported Analysis and Classification of Digitized Botanical CollectionsAkasha-Leonie Kessel, Sven Groppe, Dominik Röpert, Jinghua Groppe. 320-334 [doi]
- Performance Boundaries for Brain-Computer Interfaces Using Error-Related Potentials and Reinforcement LearningAline Xavier Fidêncio, Felix Grün, Christian Klaes 0001, Ioannis Iossifidis. 335-349 [doi]
- Anomaly Detection Based on Markov Data: A Statistical Depth ApproachCarlos Fernández, Stéphan Clémençon. 350-375 [doi]
- On the Koopman-Based Generalization Bounds for Multi-task Deep LearningMahdi Mohammadigohari, Giuseppe Di Fatta, Giuseppe Nicosia, Panos M. Pardalos. 376-392 [doi]
- Deep Reinforcement Learning for Collaborative Parking Search OptimizationJean-David Collard, Erick Stattner. 393-408 [doi]
- Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset GenerationGiacomo Savazzi, Eugenio Lomurno, Cristian Sbrolli, Agnese Chiatti, Matteo Matteucci. 409-424 [doi]
- A Reinforcement Learning Guided Large Neighborhood Search for the Dynamic Electric Autonomous Dial-a-Ride ProblemLaurenz Tomandl, Maria Bresich, Günther R. Raidl, Yi Mei 0001, Steffen Limmer, Tobias Rodemann. 425-439 [doi]