Posters

AI4MEDIA

Evaluating Image Enhancement with Semantic Tasks

Authors	Leonardo Galteri; Lorenzo Seidenari; Marco Bertini; Alberto Del Bimbo (UNIFI)
Research Areas	Machine Learning, Natural Language Processing, Computer Vision Image Restoration
Keywords	Image Restoration; Image Quality Assessment

Humane-AI-Net

Reasoning on Contextual Hierarchies via ASP with Algebraic Measures

Authors	L. Bozzato, L. Serafini (Fondazione Bruno Kessler); T. Eiter, R. Kiesel, P. Schueller (Technical University of Vienna)
Research Areas	Automated Reasoning, Knowledge Representation
Keywords	Defeasible Knowledge, Description Logics, Answer Set Programming

Memory Aware Conversational AI to aid virtual Team-Meetings: a multi-modal corpus study

Authors	Maria Tsfasman, TU Delft; Andras Lorincz, Eotvos Lorand University; Catholijn Jonker, TU Delft; Catharine Oertel, TU Delft
Research Areas	Machine Learning, Knowledge Representation, Natural Language Processing, Computer Vision, Robotics, Human-Machine Interaction
Keywords	non-verbal signals; memory; multi-modal corpus; virtual meetings

Exploring the Impact of Agency on Human-Computer Partnerships

Authors	Janin Koch, INRIA Paris-Saclay; Wendy Mackay, INRIA Paris-Saclay; Albrecht Schmidt, LMU Munich; Kasper Hornbæk, University of Copenhagen; Koen Hindriks, Vrije Universiteit Amsterdam; Helena Lindgren, Umeå University; Ouriel Grynszpan, Université Paris-Saclay
Research Areas	Human-Machine Interaction
Keywords	Human-AI collaboration, Agency, HCI

Hyper-Parameter Optimization for LatentSpaces in Dynamic Recommender Systems

Authors	Veloso, Bruno Veloso, University Portucalense and INESC TEC; Caroprese, Luciano, ICAR-CNR; Konig, Matthias, Leiden University; Teixeira, Sónia, University of Porto and INESC TEC; Manco, Giuseppe, ICAR-CNR; Hoos, Holger H., Leiden University and University of British Columbia; Gama, João, University of Porto and INESC TEC
Research Areas	Machine Learning
Keywords	AutoML, Hyper-Parameter Optimization, Latent Spaces, Nelder-Mead Algorithm, SMAC, Recommender Systems

ICT-48

Extending the autonomy envelope of space applications a research path

Authors	Angelo Oddi, Riccardo Rasconi (CNR)
Research Areas	Machine Learning, Automated Reasoning, Planning & Scheduling, Robotics
Keywords	Autonomy, Machine Learning, Robotics, Planning, Scheduling

TAILOR

METABU : Meta -Learning for Tabular Data

Authors	Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michèle Sebag, Marc Schoenauer (TAU team, INRIA, CNRS and Université Paris-Saclay)
Research	Machine Learning, Search & Optimisation, Other
Keywords	AutoAI, AutoML, Meta-features, Optimal Transport

Learning Variable Activity Initialisation for Lazy Clause Generation Solvers

Authors	van Driel, Ronald (TU Delft); Demirović, Emir (TU Delft); and Yorke-Smith, Neil (TU Delft)
Research Areas	Machine Learning, Automated Reasoning, Search & Optimisation

Value propagation-based spatial interpolation

Authors	Laurens Arp, Leiden University; Mitra Baratchi, Leiden University; Holger Hoos, Leiden University
Research Areas	Machine Learning
Keywords	Spatial interpolation, Spatio-temporal interpolation, Missing data, Data imputation

Learning from Experience for rapid generation of local car maneuvers

Authors	Piotr Kicki, Poznan University of Technology; Tomasz Gawron, Poznan University of Technology; Krzysztof Cwian, Poznan University of Technology; Mete Ozay, Samsung Research UK; Piotr Skrzypczynski, Poznan University of Technology
Research Areas	Machine Learning, Search & Optimisation, Planning & Scheduling, Robotics
Keywords	reinforcement learning, neural networks, planning, autonomous vehicles

Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases

Authors	Michael van Bekkum, Maaike de Boer, André Meyer-Vitali (TNO), Frank van Harmelen, Annette ten Teije (VU Amsterdam)
Research Areas	Machine Learning, Multi-Agent, Systems, Knowledge Representation, Human-Machine Interaction
Keywords	neuro-symbolic AI, hybrid AI, design patterns, machine learning, knowledge representation, reasoning, systems architecture