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15th ICAART 2023: Lisbon, Portugal - Volume 2
- Ana Paula Rocha, Luc Steels, H. Jaap van den Herik:
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 2, Lisbon, Portugal, February 22-24, 2023. SCITEPRESS 2023, ISBN 978-989-758-623-1
Invited Speakers
- Philippe Codognet:
Quantum Annealing for Constraint Satisfaction and Constrained Optimization. ICAART 2023: 5 - Valentina Presutti:
AI and Music with Knowledge Graphs. ICAART 2023: 7 - Marta Villegas:
MarIA: Spanish Language Models. ICAART 2023: 9 - Michael Spranger:
Outracing Champion Gran Turismo Drivers with Deep Reinforcement Learning. ICAART 2023: 11
Artificial Intelligence
- Jernej Hribar
, Luke Hackett, Ivana Dusparic:
Deep W-Networks: Solving Multi-Objective Optimisation Problems with Deep Reinforcement Learning. 17-26 - Zhao Yang, Thomas M. Moerland, Mike Preuss, Aske Plaat:
First Go, then Post-Explore: The Benefits of Post-Exploration in Intrinsic Motivation. 27-34 - Léo Saulières, Martin C. Cooper, Florence Bannay:
Reinforcement Learning Explained via Reinforcement Learning: Towards Explainable Policies through Predictive Explanation. 35-44 - Greg Lee, Ajith Kumar Veera Raghavan, Mark Hobbs:
Adding Time and Subject Line Features to the Donor Journey. 45-54 - Mari Saito, Takato Okudo, Makoto Yamada, Seiji Yamada:
Identifying Visitor's Paintings Appreciation for AI Audio Guide in Museums. 55-64 - Olga S. Grebenkova, Oleg Yu. Bakhteev, Vadim V. Strijov
Deep Learning Model Selection With Parametric Complexity Control. 65-74 - Annamaria Demarinis Loiotile, Francesco De Nicolò, Alfonso Monaco, Sabina Tangaro
Innovations and Emerging Technologies: A Study of the Italian Intellectual Property Knowledge Database. 75-86 - Georgios Stathis
Towards a Foundation for Intelligent Contracts. 87-98 - Kotaro Koseki, Yuichi Sei
Generation of Facial Images Reflecting Speaker Attributes and Emotions Based on Voice Input. 99-105 - Tim Meywerk, Vladimir Herdt, Rolf Drechsler:
Coverage-Guided Fuzzing for Plan-Based Robotics. 106-114 - Giorgio Angelotti
Data Augmentation Through Expert-Guided Symmetry Detection to Improve Performance in Offline Reinforcement Learning. 115-124 - Sabrine Ben Abdrabbah, Nahla Ben Amor
A New Dynamic Community-Based Recommender System. 125-136 - Konstandinos Aiwansedo, Wafa Badreddine, Jérôme Bosche:
Trade-off Clustering Approach for Multivariate Multi-Step Ahead Time-Series Forecasting. 137-148 - Alex Romanova:
Rewiring Knowledge Graphs by Graph Neural Network Link Predictions. 149-156 - Natnael A. Wondimu, Ubbo Visser, Cédric Buche:
Interactive Video Saliency Prediction: The Stacked-convLSTM Approach. 157-168 - Fernando Fradique Duarte, Nuno Lau, Artur Pereira, Luís Paulo Reis:
LSTM, ConvLSTM, MDN-RNN and GridLSTM Memory-based Deep Reinforcement Learning. 169-179 - Thibault Falque, Bertrand Mazure, Karim Tabia:
Predicting Off-Block Delays: A Case Study at Paris - Charles de Gaulle International Airport. 180-189 - Xavier Quevedo, Janneth Chicaiza:
Using NLP to Enrich Scientific Knowledge Graphs: A Case Study to Find Similar Papers. 190-198 - Theodora-Augustina Dragan, Maureen Monnet, Christian B. Mendl, Jeanette Miriam Lorenz:
Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices. 199-210 - Yuta Taniuchi, Kazuko Takahashi:
Qualitative Spatial Representation and Reasoning About Fold Strata. 211-220 - Hikaru Ikeda, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya:
Automatic Facility Layout Design System Using Deep Reinforcement Learning. 221-230 - Qin Liang, Wen Gu, Shohei Kato, Fenghui Ren, Guoxin Su, Takayuki Ito, Minjie Zhang:
Partner Selection Strategy in Open, Dynamic and Sociable Environments. 231-240 - Asma Ameur, Sana Hamdi, Sadok Ben Yahia
Multi-Label Learning for Aspect Category Detection of Arabic Hotel Reviews Using AraBERT. 241-250 - Michael Kölle
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. 251-258 - Simon Reichhuber, Sven Tomforde:
Exotic Bets: Evolutionary Computing Coupled with Bet Mechanisms for Model Selection. 259-267 - Rim Mohamed, Truong-Thanh Ma, Zied Bouraoui:
An Application of Priority-Based Lightweight Ontology Merging. 268-276 - Shengbo Chang, Katsuhide Fujita:
A Fine-Tuning Aggregation Convolutional Neural Network Surrogate Model of Strategy Selecting Mechanism for Repeated-Encounter Bilateral Automated Negotiation. 277-288 - Fatima Zahrae Nakach, Ali Idri, Hasnae Zerouaoui:
Deep Hybrid Bagging Ensembles for Classifying Histopathological Breast Cancer Images. 289-300 - Monah Bou Hatoum
EMTE: An Enhanced Medical Terms Extractor Using Pattern Matching Rules. 301-311 - Debarati Bhaumik, Diptish Dey:
An Audit Framework for Technical Assessment of Binary Classifiers. 312-324 - Zahra Safavifar, Charafeddine Mechalikh, Fatemeh Golpayegani:
A Robust Adaptive Workload Orchestration in Pure Edge Computing. 325-333 - Lotfi Souifi
InsectDSOT: A Neural Network for Insect Detection in Olive Trees. 334-342 - Saeedeh Ghanadbashi, Akram Zarchini, Fatemeh Golpayegani:
An Ontology-Based Augmented Observation for Decision-Making in Partially Observable Environments. 343-354 - Arwa Bokhari
Studying Narrative Economics by Adding Continuous-Time Opinion Dynamics to an Agent-Based Model of Co-Evolutionary Adaptive Financial Markets. 355-367 - Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum:
Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. ICAART (2) 2023: 368-379 - Yongshuai Liu, Xin Liu:
Farsighter: Efficient Multi-Step Exploration for Deep Reinforcement Learning. 380-391 - Mir Riyanul Islam
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data. 392-404 - Tuan Nguyen Quoc, Katsumi Inoue:
On Converting Logic Programs Into Matrices. 405-415 - Maria Hartmann, Grégoire Danoy, Mohammed Alswaitti
JoVe-FL: A Joint-Embedding Vertical Federated Learning Framework. 416-426 - Babak Solhjoo
Latent Code Disentanglement Using Orthogonal Latent Codes and Inter-Domain Signal Transformation. 427-436 - Mingxi Cheng, Fatima Zohra Daha, Amit Srivastava, Ji Li:
Generation-Based Data Augmentation Pipeline for Real-Time Automatic Gesture Recognition. 437-446 - Imen Tanfouri, Fethi Jarray:
GaSUM: A Genetic Algorithm Wrapped BERT for Text Summarization. 447-453 - Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi
Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks. 454-465 - Tolgahan Cakaloglu, Xiaowei Xu, Roshith Raghavan:
MRNN: A Multi-Resolution Neural Network with Duplex Attention for Deep Ad-Hoc Retrieval. 466-477 - Nibel Nadjeh, Sabrina Abdellaoui, Fahima Nader:
CSP-DC: Data Cleaning via Constraint Satisfaction Problem Solving. 478-488 - Payel Sadhukhan
Integrating Unsupervised Clustering and Label-Specific Oversampling to Tackle Imbalanced Multi-Label Data. 489-498 - Ryan Butler, Edwin Simpson
Analysing Customer Behaviour Using Simulated Transactional Data. 499-510
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