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14th ICAART 2022 - Volume 2
- Ana Paula Rocha, Luc Steels, H. Jaap van den Herik:
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 2, Online Streaming, February 3-5, 2022. SCITEPRESS 2022, ISBN 978-989-758-547-0
Invited Speakers
- Michael Beetz:
Knowledge Representation & Reasoning in CRAM: A Cognitive Architecture for Robot Agents Accomplishing Everyday Manipulation Tasks. ICAART (1) 2022: 5 - Jan R. Seyler:
Bio-Inspired AI for Autonomous Systems. ICAART (1) 2022: 7 - Catherine Pelachaud:
Interacting with Socially Interactive Agents. ICAART (1) 2022: 9
Artificial Intelligence
- Domen Kavran, Borut Zalik, Niko Lukac:
Time Series Augmentation based on Beta-VAE to Improve Classification Performance. 15-23 - Riccardo Crupi, Beatriz San Miguel González, Alessandro Castelnovo, Daniele Regoli:
Leveraging Causal Relations to Provide Counterfactual Explanations and Feasible Recommendations to End Users. 24-32 - Haibing Hu, Kai Han, Zhizhuo Yin:
Bilinear Multi-Head Attention Graph Neural Network for Traffic Prediction. 33-43 - Johannes Schneider, Christian Meske, Michalis Vlachos
:
Deceptive AI Explanations: Creation and Detection. 44-55 - Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
LABNET: A Collaborative Method for DNN Training and Label Aggregation. 56-66 - Angelo Ferrando, Rafael C. Cardoso:
RVPLAN: Runtime Verification of Assumptions in Automated Planning. 67-77 - Rodrigo Rodrigues Pires de Mello, Ricardo Azambuja Silveira, Rafael de Santiago:
A Mediator Agent based on Multi-Context System and Information Retrieval. 78-87 - Giorgio Angelotti
Expert-guided Symmetry Detection in Markov Decision Processes. 88-98 - Marcus Basalla, Johannes Schneider, Jan vom Brocke:
Creativity of Deep Learning: Conceptualization and Assessment. 99-109 - Menore Tekeba Mengistu, Getachew Alemu, Pierre Chevaillier, Pierre De Loor:
Unsupervised Learning of State Representation using Balanced View Spatial Deep InfoMax: Evaluation on Atari Games. 110-119 - Alberto Castagna, Ivana Dusparic:
Multi-agent Transfer Learning in Reinforcement Learning-based Ride-sharing Systems. 120-130 - Stephan Brehm, Sebastian A. Scherer, Rainer Lienhart
Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation. 131-141 - Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft:
Safe Policy Improvement Approaches on Discrete Markov Decision Processes. 142-151 - Pritha Gupta, Arunselvan Ramaswamy, Jan Peter Drees, Eyke Hüllermeier, Claudia Priesterjahn, Tibor Jager:
Automated Information Leakage Detection: A New Method Combining Machine Learning and Hypothesis Testing with an Application to Side-channel Detection in Cryptographic Protocols. 152-163 - Semeh Ben Salem, Sami Naouali, Zied Chtourou:
Tuniset: The Tunisian Dataset for Emotion Analysis on Online Social Networks. ICAART (2) 2022: 164-173 - Semeh Ben Salem, Sami Naouali, Zied Chtourou:
Multi-class Sentiment Classification with Machine Learning on Online Social Networks for the Tunisian Dialect. ICAART (2) 2022: 174-182 - Farzana Anowar, Samira Sadaoui, Hardik Dalal:
Clustering Quality of a High-dimensional Service Monitoring Time-series Dataset. 183-192 - Jing Yang Lee, Kong Aik Lee, Woon-Seng Gan:
DLVGen: A Dual Latent Variable Approach to Personalized Dialogue Generation. 193-202 - Michaela Urbanovská, Antonín Komenda:
Learning Heuristic Estimates for Planning in Grid Domains by Cellular Simultaneous Recurrent Networks. 203-213 - Duc-Anh Nguyen, Do Minh Kha, Duc-Anh Pham, Pham Ngoc Hung:
Method for Improving Quality of Adversarial Examples. 214-225 - Reem Abdel-Salam
AnimaChaotic: AI-based Automatic Conversion of Children's Stories to Animated 3D Videos. 226-235 - Kohei Asano, Jinhee Chun:
Post-hoc Global Explanation using Hypersphere Sets. 236-243 - Kong Yuntao, Nguyen Minh Phuong, Teeradaj Racharak, Tung Le
An Effective Method to Answer Multi-hop Questions by Single-hop QA System. 244-253 - You-Wei Cheng, Sheng-De Wang:
Enhanced Local Gradient Smoothing: Approaches to Attacked-region Identification and Defense. 254-263 - Dogay Kamar, Nazim Kemal Ure, Gözde B. Ünal:
GAN-based Intrinsic Exploration for Sample Efficient Reinforcement Learning. 264-272 - Sandro Campos
Aerial Fire Image Synthesis and Detection. 273-284 - Abdullah Alsaedi
Improving Social Emotion Prediction with Reader Comments Integration. 285-292 - Tangui Le Gléau, Xavier Marjou, Tayeb Lemlouma, Benoit Radier:
Towards Circular and Asymmetric Cooperation in a Multi-player Graph-based Iterated Prisoner's Dilemma. 293-303 - Orhan Konak, Pit Wegner, Justin Amadeus Albert
Unsupervised Activity Recognition Using Trajectory Heatmaps from Inertial Measurement Unit Data. 304-312 - Lidice Haz
Detecting Narcissist Dark Triad Psychological Traits from Twitter. 313-322 - Vassilis Markos, Loizos Michael:
Post-hoc Diversity-aware Curation of Rankings. 323-334 - Dominik Kowalczyk, Jakub Kowalski
Developing a Successful Bomberman Agent. 335-344 - Senthil Murugan, Enrique Naredo, Douglas Mota Dias, Conor Ryan, Flaviano Godínez-Jaimes
A Hierarchical Probabilistic Divergent Search Applied to a Binary Classification. 345-353 - Sophie Bekerman, Eric Chen, Lily Lin, George D. Montañez:
Vectorization of Bias in Machine Learning Algorithms. 354-365 - Mohamed El Ghaly Beheitt
Automatic Arabic Poem Generation with GPT-2. 366-374 - Ishmam Ahmed Solaiman
X-Ray Classification to Detect COVID-19 using Ensemble Model. 375-386 - Saumya Bhatnagar, Sumit Mund, Enrico Scala
On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt. 387-397 - Marcos Alberto Mochinski
Univariate Time Series Prediction using Data Stream Mining Algorithms and Temporal Dependence. 398-408 - Imen Ben Mansour:
Optimizing Multi-objective Knapsack Problem using a Hybrid Ant Colony Approach within Multi Directional Framework. 409-418 - Mallek Mziou-Sallami, Faouzi Adjed:
Towards a Certification of Deep Image Classifiers against Convolutional Attacks. 419-428 - Vladislav Kolev, Gerhard Weiss, Gerasimos Spanakis
FOREAL: RoBERTa Model for Fake News Detection based on Emotions. 429-440 - Célia da Costa Pereira, Didier Dubois, Henri Prade, Andrea G. B. Tettamanzi:
Parsimonious Representation of Knowledge Uncertainty using Metadata about Validity and Completeness. 441-449 - Francesco Belardinelli
Enabling Markovian Representations under Imperfect Information. 450-457 - Jiyao Li, Vicki H. Allan:
T-Balance: A Unified Mechanism for Taxi Scheduling in a City-scale Ride-sharing Service. 458-465 - Dima El Zein, Célia da Costa Pereira:
Jason Agents for Knowledge-aware Information Retrieval Filters. 466-476 - Priya Shanmugasundaram, Shalabh Bhatnagar:
Robust Traffic Signal Timing Control using Multiagent Twin Delayed Deep Deterministic Policy Gradients. 477-485 - Gilles Audemard, Jean-Marie Lagniez, Marie Miceli, Olivier Roussel
Identifying Soft Cores in Propositional Formulæ. 486-495 - Vojtech Cermák, Lukás Adam:
Adversarial Examples by Perturbing High-level Features in Intermediate Decoder Layers. 496-507 - Emiliano Lorini, Nicolas Sabouret, Brian Ravenet, Jorge Fernandez, Céline Clavel:
Cognitive Planning in Motivational Interviewing. 508-517 - Yuhao Zhang, Kevin McAreavey, Weiru Liu
Developing and Experimenting on Approaches to Explainability in AI Systems. 518-527 - Anshul Kamath, Jiayi Zhao, Nick Grisanti, George D. Montañez:
The Gopher Grounds: Testing the Link between Structure and Function in Simple Machines. 528-540 - Kyung Ho Park, HyunHee Chung:
Uncertainty Guided Pseudo-Labeling: Estimating Uncertainty on Ambiguous Data for Escalating Image Recognition Performance. 541-551 - Wanxiang Li, Houkuan He, Chu-Hsuan Hsueh, Kokolo Ikeda:
Graph Convolutional Networks for Turn-Based Strategy Games. 552-561 - Dominique Mercier
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. 562-573 - David Kerkkamp, Zaharah Allah Bukhsh, Yingqian Zhang, Nils Jansen
Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks. 574-585 - Filip Beskyd
Parameter Setting in SAT Solver using Machine Learning Techniques. 586-597 - Nurduman Aidossov, Aigerim Mashekova, Yong Zhao, Vasilios Zarikas, Eddie-Yin-Kwee Ng, Olzhas Mukhmetov:
Intelligent Diagnosis of Breast Cancer with Thermograms using Convolutional Neural Networks. 598-604 - Victor Margallo:
Understanding Summaries: Modelling Evaluation in Extractive Summarisation Techniques. 605-611 - Inês Rito Lima
eSardine: A General Purpose Platform with Autonomous AI and Explainable Outputs. 612-625 - Zahra Gharaee
Predicting the Intended Action using Internal Simulation of Perception. 626-635 - Jakob Smedegaard Andersen, Olaf Zukunft:
Towards More Reliable Text Classification on Edge Devices via a Human-in-the-Loop. 636-646 - Nathan Carstens, George Markou, Nikolaos Bakas:
Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms. 647-652 - Fan Wu, Md. Rakibul Hasan
An Evolutionary-based Neural Network for Distinguishing between Genuine and Posed Anger from Observers' Pupillary Responses. 653-661 - Florian Felten
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. 662-673 - Konstantin Todorov, Giovanni Colavizza
An Assessment of the Impact of OCR Noise on Language Models. 674-683
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