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15th ICAART 2023: Lisbon, Portugal - Volume 3
- Ana Paula Rocha, Luc Steels, H. Jaap van den Herik:
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 3, 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
- Jakob Smedegaard Andersen:
Why Do We Need Domain-Experts for End-to-End Text Classification? An Overview. 17-24 - Jakob Smedegaard Andersen, Olaf Zukunft:
Towards Low-Budget Real-Time Active Learning for Text Classification via Proxy-Based Data Selection. 25-33 - Thomas C. Henderson, Tessa Nishida, Amelia C. Lessen, Nicola Wernecke, Kutay Eken, David Sacharny:
A New Approach to Probabilistic Knowledge-Based Decision Making. 34-39 - Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier:
Enhancing Time Series Classification with Self-Supervised Learning. 40-47 - Thomas C. Henderson, David Sacharny, Amar Mitiche, Xiuyi Fan, Amelia C. Lessen, Ishaan Rajan, Tessa Nishida:
Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases. 48-54 - Aaron Hunter, Sam Tadey:
A System for Updating Trust and Performing Belief Revision. 55-62 - Mahdi Bidar, Malek Mouhoub:
Nature-Inspired Algorithms for Solving Weighted Constraint Satisfaction Problems. 63-72 - Priscila Valdiviezo Díaz:
Explainable Recommendations of Drugs for Diabetic Patients. 73-80 - Shintaro Narisada, Seira Hidano, Kazuhide Fukushima:
Fully Hidden Dynamic Trigger Backdoor Attacks. 81-91 - Simona Ondrcková, Roman Barták, Pascal Bercher, Gregor Behnke
:
On the Impact of Grounding on HTN Plan Verification via Parsing. 92-99 - Viktor Pristas, L'ubomír Antoni, Gabriel Semanisin
Automatic Reactive Power Classification Based on Selected Machine Learning Methods. 100-107 - Ramisetty Kavya, J. Jabez Christopher
Nearest Neighbours and XAI Based Approach for Soft Labelling. 108-116 - Hasna Chouikhi, Fethi Jarray, Mohammed Alsuhaibani:
A Sequence-to-Sequence Neural Network for Joint Aspect Term Extraction and Aspect Term Sentiment Classification Tasks. 117-123 - Alexandros Vassiliades, Spyridon Symeonidis, Sotiris Diplaris, Giorgos Tzanetis, Stefanos Vrochidis, Ioannis Kompatsiaris:
XR4DRAMA Knowledge Graph: A Knowledge Graph for Media Planning. 124-131 - Chao Xu, Chunlin Xu, Shengli Wu:
ECA-CE: An Evolutionary Clustering Algorithm with Initial Population by Clustering Ensemble. 132-139 - Sreenivasan Mohandas, Naresh Manwani:
Features Normalisation and Standardisation (FNS): An Unsupervised Approach for Detecting Adversarial Attacks for Medical Images. 140-145 - Rakia Saidi, Fethi Jarray, Mohammed Alsuhaibani:
SiameseBERT: A Bert-Based Siamese Network Enhanced with a Soft Attention Mechanism for Arabic Semantic Textual Similarity. 146-151 - Jacopo Talpini, Fabio Sartori, Marco Savi:
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks. 152-160 - Emina Tahirovic, Senka Krivic:
Interpretability and Explainability of Logistic Regression Model for Breast Cancer Detection. 161-168 - Thi Thu Le, Tuan-Dung Cao, Xuan-Lam Xuan, Trung Duc Pham, Toan Luu:
An Automatic Method for Building a Taxonomy of Areas of Expertise. 169-176 - Arthur Baudet, Oum-El-Kheir Aktouf, Annabelle Mercier, Philippe Elbaz-Vincent:
MAKI: A Multi-Agent Public Key Infrastructure. 177-184 - Lorraine Vanel, Alya Yacoubi, Chloé Clavel:
A Survey of Socio-Emotional Strategies for Generation-Based Conversational Agents. 185-192 - Daiki Koizumi
On the Prediction of a Nonstationary Exponential Distribution Based on Bayes Decision Theory. 193-201 - Abir Nacef, Sahbi Bahroun, Adel Khalfallah, Samir Ben Ahmed:
Automatic Detection of Implicit and Typical Implementation of Singleton Pattern Based on Supervised Machine Learning. 202-210 - Halim Djerroud:
Head Star (H*): A Motion Planning Algorithm for Navigation Among Movable Obstacles. 211-219 - Maximilian Bels, Sven Löffler, Ilja Becker, Petra Hofstedt:
Constraint-Based Filtering and Evaluation of CSP Search Trees. 220-227 - Pavel Pribán, Josef Baloun, Jirí Martínek, Ladislav Lenc, Martin Prantl, Pavel Král:
Towards Automatic Medical Report Classification in Czech. 228-233 - Mohamed-Harith Ibrahim
Multi-Objective Deep Q-Networks for Domestic Hot Water Systems Control. 234-242 - Vikash Kumar, Ashish Ranjan
A Sequence-Motif Based Approach to Protein Function Prediction via Deep-CNN Architecture. 243-251 - Edgar Manuel Infante Quispe
Generation of Daily and Monthly Flows Using the GR4j Method with ERA5 Grilled Data in the Cañete River Basin to the Putinza Hydrometric Station. 252-259 - Ami Yamamoto, Yuichi Sei
Predicting Visual Importance of Mobile UI Using Semantic Segmentation. 260-266 - Noah Janzen, Fatih Gedikli:
NewsRecs: A Mobile App Framework for Conducting and Evaluating Online Experiments for News Recommender Systems. 267-275 - Jieying Xue, Minh-Phuong Nguyen
Emotions Relationship Modeling in the Conversation-Level Sentiment Analysis. 276-284 - Hemadri Jayalath, Ghadeer I. Yassin
Continual Optimization of In-Production Machine Learning Systems Through Semantic Analysis of User Feedback. 285-292 - Syuusuke Ishihata, Ryohei Orihara, Yuichi Sei
Background Image Editing with HyperStyle and Semantic Segmentation. 293-300 - Dorsaf Aribi
Multi-Objective Optimization of the Dynamic and Flexible Job Shop Scheduling Problem Under Workers Fatigue Constraints. 301-308 - Natnael A. Wondimu, Ubbo Visser, Cédric Buche:
A New Approach to Moving Object Detection and Segmentation: The XY-shift Frame Differencing. 309-318 - Akimasa Murata, Yuichi Sei
Proposal of a Signal Control Method Using Deep Reinforcement Learning with Pedestrian Traffic Flow. 319-325 - Soichiro Takata, Yuichi Sei
Diverse Level Generation for Tile-Based Video Game using Generative Adversarial Networks from Few Samples. 326-333 - Evangelos A. Stathopoulos, Alexandros Vassiliades, Sotiris Diplaris, Stefanos Vrochidis, Nick Bassiliades, Ioannis Kompatsiaris:
The MindSpaces Knowledge Graph: Applied Logic and Semantics on Indoor and Urban Adaptive Design. 334-341 - Ryma Boumazouza, Fahima Cheikh Alili
Symbolic Explanations for Multi-Label Classification. 342-349 - Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien:
VoronoiPatches: Evaluating a New Data Augmentation Method. 350-357 - Anthony Blomme, Daniel Le Berre, Anne Parrain, Olivier Roussel
Compressing UNSAT Search Trees with Caching. 358-365 - Omar Wahbi, Yasmin Mansy, Nourhan Ehab, Amr Elmougy:
A Framework for Explaining Accident Scenarios for Self-Driving Cars. 366-373 - Imtiez Fliss, Hamza Bargougui:
An Effective Hybrid Text-Based Approach to Identify Fake News on Social Media. 374-380 - Abdulrahman Ahmed Gharawi, Jumana Alsubhi, Lakshmish Ramaswamy:
Cost-Aware Ensemble Learning Approach for Overcoming Noise in Labeled Data. 381-388 - So Honda, Ryohei Orihara, Yuichi Sei
GAN Inversion with Editable StyleMap. 389-396 - Takumi Takei, Yuichi Sei
Rumor Detection in Tweets Using Graph Convolutional Networks. 397-404 - Kaja Balzereit, Nehal Soni, Andreas Bunte:
Potentials of Explainable Predictions of Order Picking Times in Industrial Production. 405-412 - Andreas Christoforou
Explainable Decision Support Modelling Based on Multi-Layer FCM with Multi-Objective Optimization Characteristics: The Case of the Microservices Adoption Problem. 413-420 - Christian O'Leary, Farshad Ghassemi Toosi, Conor Lynch:
A Review of AutoML Software Tools for Time Series Forecasting and Anomaly Detection. 421-433 - Zhendong Shi, Ercan E. Kuruoglu, Xiaoli Wei:
Thompson Sampling on Asymmetric a-stable Bandits. 434-441 - Arti Bandhana, Ondrej Lukás
Catch Me if You Can: Improving Adversaries in Cyber-Security with Q-Learning Algorithms. 442-449 - Asma Trabelsi, Séverine Soussilane, Emmanuel Helbert:
Voicemail Urgency Detection Using Context Dependent and Independent NLP Techniques. 450-456 - Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. 457-465 - Romain Goutiere, Domitile Lourdeaux, Sylvain Lagrue:
Automated Planning for Military Airline Controller Training Scenarios. 466-474 - Bilal Majeed
Evolving Behavioural Level Sequence Detectors in SystemVerilog Using Grammatical Evolution. 475-483 - Aniello Murano, Silvia Stranieri, Munyque Mittelmann
Multi-Agent Parking Problem with Sequential Allocation. 484-492 - Michaela Urbanovská, Antonín Komenda:
Semantically Layered Representation for Planning Problems and Its Usage for Heuristic Computation Using Cellular Simultaneous Recurrent Neural Networks. 493-500 - Dennis Gross, Thiago D. Simão, Nils Jansen
Targeted Adversarial Attacks on Deep Reinforcement Learning Policies via Model Checking. 501-508 - David Gregory LeBlanc, Greg Lee:
Automatically Generating Image Segmentation Datasets for Video Games. 509-516 - Pavel Surynek:
Candidate Path Selection Heuristics for Multi-Agent Path Finding: A Novel Compilation-Based Method. 517-524 - Takahiro Morita, Hiroshi Hosobe:
Video Game Agents with Human-like Behavior using the Deep Q-Network and Biological Constraints. 525-531 - Taif Anjum, Louis Chirade, Beiyu Lin, Apurva Narayan:
Learning Spatio-Temporal Features via 3D CNNs to Forecast Time-to-Accident. 532-540 - Shane Cooke, Damien Graux, Soumyabrata Dev:
Multi Platform-Based Hate Speech Detection. 541-549 - Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang:
InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset. 550-557 - Jon-Olav Holland, Youcef Djenouri, Roufaida Laidi, Anis Yazidi:
Hybrid Genetic U-Net Algorithm for Medical Segmentation. 558-564 - Aaron Hunter:
Ethical Considerations for the Deployment of Logic-Based Models of Reasoning. 565-569 - Mohamed Zaim Wadghiri, Ali Idri:
Bagged Ensembles for Blood Glucose Prediction: A Comparative Study. 570-577 - Edward McDaid, Sarah McDaid:
Shrinking the Inductive Programming Search Space with Instruction Subsets. 578-585 - Ha-Thanh Nguyen
How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation. 586-591 - Shudao Wei, Chenxing Li, Jan Seyler, Shahram Eivazi:
Integration of Efficient Deep Q-Network Techniques Into QT-Opt Reinforcement Learning Structure. 592-599 - Fernando Vásconez, Maria G. Baldeon Calisto, Daniel Riofrío, Zhouping Wei, Yoga Balagurunathan:
Convolutional Networks Versus Transformers: A Comparison in Prostate Segmentation. 600-607 - Hilton Alers-Valentín, Sandiway Fong, J. Fernando Vega-Riveros:
Modeling Syntactic Knowledge With Neuro-Symbolic Computation. 608-616 - Asma Zizaan
Applied Deep Learning Architectures for Breast Cancer Screening Classification. 617-624 - Jakub Hoscilowicz, Marcin Sowanski, Piotr Czubowski, Artur Janicki:
Can We Use Probing to Better Understand Fine-Tuning and Knowledge Distillation of the BERT NLU? 625-632 - Tao Xiang
PARL: A Dialog System Framework with Prompts as Actions for Reinforcement Learning. 633-640 - Maxime Prieur
Evaluating and Improving End-to-End Systems for Knowledge Base Population. 641-649 - Ioannis Papantonis
Model Transparency: Why Do We Care? 650-657 - Prachi Agrawal, Anant Verma, Pratik Narang:
Drone Surveillance in Extreme Low Visibility Conditions. 658-664 - Hoang Huu Bach, Nguyen Thi Thuong, Son Thanh Cao:
An Empirical Heuristic Algorithm for Solving the Student-Project Allocation Problem with Ties. 665-672 - Masato Yamazoe, Tomohiro Ohno, Shigeki Matsubara:
Bottom-up Japanese Word Ordering Using BERT. 673-681 - Anum Afzal, Juraj Vladika
Challenges in Domain-Specific Abstractive Summarization and How to Overcome Them. 682-689 - Imane El Assari, Hajar Hakkoum, Ali Idri:
Explainability of MLP Based Species Distribution Models: A Case Study. 690-697 - Chenxing Li, Yinlong Liu, Zhenshan Bing, Fabian Schreier, Jan Seyler, Shahram Eivazi:
Accelerate Training of Reinforcement Learning Agent by Utilization of Current and Previous Experience. 698-705 - Antonio Panarese
Modeling an e-Commerce Hybrid Recommender System Based on Machine Learning Algorithms. 706-712 - Andreas C. Bueff, Vaishak Belle:
Logic + Reinforcement Learning + Deep Learning: A Survey. 713-722 - Harshil Darji
German BERT Model for Legal Named Entity Recognition. 723-728 - Danny W. L. Yu, Eric W. T. Ngai, Maggie C. M. Lee:
Popularity Prediction for New and Unannounced Fashion Design Images. 729-736 - Anirban Lahiri, Shivam Raj, Utanko Mitra, Sunreeta Sen, Rajlakshmi Guha, Pabitra Mitra, Partha Pratim Chakraborty, Anupam Basu:
Automated Deep Learning Based Answer Generation to Psychometric Questionnaire: Mimicking Personality Traits. 737-743 - Philipp Altmann
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training. 744-751 - Mohamed Dhia Eddine Saouabi, Houssem Eddine Nouri, Olfa Belkahla Driss
A Bi-Level Genetic Algorithm to Solve the Dynamic Flexible Job Shop Scheduling Problem. 752-759 - Minghao Lin, Koichiro Ito, Shigeki Matsubara:
Question Difficulty Decision for Automated Interview in Foreign Language Test. 760-767 - Peng Sun, Tomohiro Ohno, Shigeki Matsubara:
Japanese Word Reordering Based on Topological Sort. 768-775 - Zachary S. Hutchinson:
An Artificial Dendritic Neuron Model Using Radial Basis Functions. 776-783 - Alexei Lisitsa, Mateo Salles, Alexei Vernitski:
Supervised Learning for Untangling Braids. 784-789 - Avi Bleiweiss:
Multi-Graph Encoder-Decoder Model for Location-Based Character Networks in Literary Narrative. 790-797 - Guillaume Petiot:
Improved Encoding of Possibilistic Networks in CNF Using Quine-McCluskey Algorithm. 798-805 - Muskan Kothari, Darshil Vipul Shah, Moulya T., Swasthi P. Rao, Jayashree R.:
Measures of Lexical Diversity and Detection of Alzheimer's Using Speech. 806-812 - Nicos Isaak:
Blending Dependency Parsers With Language Models. 813-820 - Nicos Isaak:
A Zero-Shot Transformer Model For an Attribute-Guided Challenge. 821-828 - Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien:
Compression of GPS Trajectories Using Autoencoders. 829-836 - Abraham Alvarez-Crespo, Diego Miranda-Salazar, Willy Ugarte:
Model for Real-Time Subtitling from Spanish to Quechua Based on Cascade Speech Translation. 837-844 - Eiji Sakurai, Koji Hasebe:
Decision-Making in Hearthstone Based on Evolutionary Algorithm. 845-852 - Priya Sharma, Ashish Kumar Patel, Pratik Shah, Soma Senroy:
Data-Driven Weather Forecast Using Deep Convolution Neural Network. 853-860 - Bassam Al Kasasbeh
A Novel Sampling Technique for Detecting Cyber Denial of Service Attacks on the Internet of Things. 861-868 - Yumnah Hasan
A Convolutional Neural Network Based Patch Classifier Using Mammograms. 869-876 - Juann Kim, Youngseo Kim, Heeyeon Shin, Yaqin Wang, Eric T. Matson:
How Far Can a Drone be Detected? A Drone-to-Drone Detection System Using Sensor Fusion. 877-884 - Srinivas Devarajula, Vitaliy Milke
Using Neural Network Architectures for Intraday Trading in the Gold Market. 885-892 - Arooj Fatima
Software Requirements Prioritisation Using Machine Learning. 893-900 - Mahsa Mahdinejad, Aidan Murphy
Optimising Evolution of SA-UNet for Iris Segmentation. 901-908 - Kuniko Yamada, Harumi Murakami
Creating a Math Expression Filter to Extract Concise Math Expression Images. 909-915 - Keisuke Tomoda, Koji Hasebe:
Playstyle Generation for Geister With Genetic Algorithm and Clustering. 916-922 - Yoshimasa Ohmoto, Hikaru Nakaaki:
Improving the Engagement of Participants by Interacting with Agents who Are Persuaded During Decision-Making. 923-930 - Tatsuyoshi Ogawa
Improving the Human-Likeness of Game AI's Moves by Combining Multiple Prediction Models. 931-939 - Hadeel Saad Alghamdi, Alexei Lisitsa, Igor Barsukov, Rudi Grosman
Detecting 2D NMR Signals Using Mask RCNN. 940-947 - Ciprian Paduraru, Catalina Camelia Patilea
Task Scheduling: A Reinforcement Learning Based Approach. 948-955 - Honoka Irie, Isao Hayashi:
pdi-Bagging: A Proposal of Bagging-Type Ensemble Method Generating Virtual Data. 956-963 - Karam Abdullah
Hard Spatial Attention Framework for Driver Action Recognition at Nighttime. 964-971 - Shady Hamouda, Mohammed Anbar, Omar E. Elejla:
Normalization and Denormalization for a Document-Oriented Data. 972-979 - Dennis Gross:
Turn-Based Multi-Agent Reinforcement Learning Model Checking. 980-987 - Huu-Hiep Nguyen, Minh-Tien Nguyen:
Emotion-Cause Pair Extraction as Question Answering. 988-995 - Husain Abdulla
Denial of Service Detection for IoT Networks Using Machine Learning. 996-1003 - Faten Louati, Farah Barika Ktata
An Efficient Real Time Intrusion Detection System for Big Data Environment. 1004-1011 - Karima Sedki, Nada Boudegzdame, Jean-Baptiste Lamy, Rosy Tsopra
Learning Preferences in Lexicographic Choice Logic. 1012-1019 - Rakia Saidi, Fethi Jarray:
Sentence Transformers and DistilBERT for Arabic Word Sense Induction. 1020-1027 - Wei-Chin Chien, Sheng-De Wang:
Anomaly Detection for Multivariate Industrial Sensor Data via Decoupled Generative Adversarial Network. 1028-1035 - Nadia Abchiche-Mimouni, Mike Donald Tapi-Nzali, François Gueyffier:
A Knowledge-Based Approach for Evaluating Impact of Therapeutic Strategies. 1036-1046 - Aigerim Mussina, Paulo Trigo, Sanzhar Aubakirov:
Scenario Generation With Transitive Rules for Counterfactual Event Analysis. 1047-1051 - Damian Kutzias
Comparative Analysis of Process Models for Data Science Projects. 1052-1062 - Cameron L. Angliss, Gary B. Parker:
Coevolving Hexapod Legs to Generate Tripod Gaits. 1063-1071
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