Table of Contents

• Time Series Augmentation based on Beta-VAE to Improve Classification PerformanceDomen Kavran, Borut Zalik, Niko Lukac. 15-23 [doi]
• Leveraging Causal Relations to Provide Counterfactual Explanations and Feasible Recommendations to End UsersRiccardo Crupi, Beatriz San Miguel González, Alessandro Castelnovo, Daniele Regoli. 24-32 [doi]
• Bilinear Multi-Head Attention Graph Neural Network for Traffic PredictionHaibing Hu, Kai Han 0003, Zhizhuo Yin. 33-43 [doi]
• Deceptive AI Explanations: Creation and DetectionJohannes Schneider, Christian Meske, Michalis Vlachos. 44-55 [doi]
• LABNET: A Collaborative Method for DNN Training and Label AggregationAmirmasoud Ghiassi, Robert Birke, Lydia Y. Chen. 56-66 [doi]
• RVPLAN: Runtime Verification of Assumptions in Automated PlanningAngelo Ferrando, Rafael C. Cardoso. 67-77 [doi]
• A Mediator Agent based on Multi-Context System and Information RetrievalRodrigo Rodrigues Pires de Mello, Ricardo Azambuja Silveira, Rafael de Santiago. 78-87 [doi]
• Expert-guided Symmetry Detection in Markov Decision ProcessesGiorgio Angelotti, Nicolas Drougard, Caroline P. C. Chanel. 88-98 [doi]
• Creativity of Deep Learning: Conceptualization and AssessmentMarcus Basalla, Johannes Schneider, Jan vom Brocke. 99-109 [doi]
• Unsupervised Learning of State Representation using Balanced View Spatial Deep InfoMax: Evaluation on Atari GamesMenore Tekeba Mengistu, Getachew Alemu, Pierre Chevaillier, Pierre De Loor. 110-119 [doi]
• Multi-agent Transfer Learning in Reinforcement Learning-based Ride-sharing SystemsAlberto Castagna, Ivana Dusparic. 120-130 [doi]
• Semantically Consistent Image-to-Image Translation for Unsupervised Domain AdaptationStephan Brehm, Sebastian Scherer, Rainer Lienhart. 131-141 [doi]
• Safe Policy Improvement Approaches on Discrete Markov Decision ProcessesPhilipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft. 142-151 [doi]
• Automated Information Leakage Detection: A New Method Combining Machine Learning and Hypothesis Testing with an Application to Side-channel Detection in Cryptographic ProtocolsPritha Gupta, Arunselvan Ramaswamy, Jan Peter Drees, Eyke Hüllermeier, Claudia Priesterjahn, Tibor Jager. 152-163 [doi]
• Tuniset: The Tunisian Dataset for Emotion Analysis on Online Social NetworksSemeh Ben Salem, Sami Naouali, Zied Chtourou. 164-173
• Multi-class Sentiment Classification with Machine Learning on Online Social Networks for the Tunisian DialectSemeh Ben Salem, Sami Naouali, Zied Chtourou. 174-182
• Clustering Quality of a High-dimensional Service Monitoring Time-series DatasetFarzana Anowar, Samira Sadaoui, Hardik Dalal. 183-192 [doi]
• DLVGen: A Dual Latent Variable Approach to Personalized Dialogue GenerationJing Yang Lee, Kong-Aik Lee, Woon-Seng Gan. 193-202 [doi]
• Learning Heuristic Estimates for Planning in Grid Domains by Cellular Simultaneous Recurrent NetworksMichaela Urbanovská, Antonín Komenda. 203-213 [doi]
• Method for Improving Quality of Adversarial ExamplesDuc Anh Nguyen, Do Minh Kha, Duc-Anh Pham, Pham Ngoc Hung. 214-225 [doi]
• AnimaChaotic: AI-based Automatic Conversion of Children's Stories to Animated 3D VideosReem Abdel-Salam, Reem Gody, Mariam Maher, Hagar Hosny, Ahmed S. Kaseb. 226-235 [doi]
• Post-hoc Global Explanation using Hypersphere SetsKohei Asano, Jinhee Chun. 236-243 [doi]
• An Effective Method to Answer Multi-hop Questions by Single-hop QA SystemKong Yuntao, Nguyen Minh Phuong, Teeradaj Racharak, Tung Le, Le Minh Nguyen. 244-253 [doi]
• Enhanced Local Gradient Smoothing: Approaches to Attacked-region Identification and DefenseYou-Wei Cheng, Sheng-De Wang. 254-263 [doi]
• GAN-based Intrinsic Exploration for Sample Efficient Reinforcement LearningDogay Kamar, Nazim Kemal Ure, Gözde B. Ünal. 264-272 [doi]
• Aerial Fire Image Synthesis and DetectionSandro Campos, Daniel Castro Silva. 273-284 [doi]
• Improving Social Emotion Prediction with Reader Comments IntegrationAbdullah Alsaedi, Phillip Brooker, Floriana Grasso, Stuart Thomason. 285-292 [doi]
• Towards Circular and Asymmetric Cooperation in a Multi-player Graph-based Iterated Prisoner's DilemmaTangui Le Gléau, Xavier Marjou, Tayeb Lemlouma, Benoit Radier. 293-303 [doi]
• Unsupervised Activity Recognition Using Trajectory Heatmaps from Inertial Measurement Unit DataOrhan Konak, Pit Wegner, Justin Amadeus Albert, Bert Arnrich. 304-312 [doi]
• Detecting Narcissist Dark Triad Psychological Traits from TwitterLidice Haz, Miguel Ángel Rodríguez-García, Alberto Fernández. 313-322 [doi]
• Post-hoc Diversity-aware Curation of RankingsVassilis Markos, Loizos Michael. 323-334 [doi]
• Developing a Successful Bomberman AgentDominik Kowalczyk, Jakub Kowalski, Hubert Obrzut, Michal Maras, Szymon Kosakowski, Radoslaw Miernik. 335-344 [doi]
• A Hierarchical Probabilistic Divergent Search Applied to a Binary ClassificationSenthil Murugan, Enrique Naredo, Douglas Mota Dias, Conor Ryan, Flaviano Godínez-Jaimes, James Vincent Patten. 345-353 [doi]
• Vectorization of Bias in Machine Learning AlgorithmsSophie Bekerman, Eric Chen, Lily Lin, George D. Montañez. 354-365 [doi]
• Automatic Arabic Poem Generation with GPT-2Mohamed El Ghaly Beheitt, Moez Ben Haj Hmida. 366-374 [doi]
• X-Ray Classification to Detect COVID-19 using Ensemble ModelIshmam Ahmed Solaiman, Tasnim Islam Sanjana, Samila Sobhan, Tanzila Sultana Maria, Md. Khalilur Rahman. 375-386 [doi]
• On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons LearntSaumya Bhatnagar, Sumit Mund, Enrico Scala, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati. 387-397 [doi]
• Univariate Time Series Prediction using Data Stream Mining Algorithms and Temporal DependenceMarcos Alberto Mochinski, Jean Paul Barddal, Fabrício Enembreck. 398-408 [doi]
• Optimizing Multi-objective Knapsack Problem using a Hybrid Ant Colony Approach within Multi Directional FrameworkImen Ben Mansour. 409-418 [doi]
• Towards a Certification of Deep Image Classifiers against Convolutional AttacksMallek Mziou-Sallami, Faouzi Adjed. 419-428 [doi]
• FOREAL: RoBERTa Model for Fake News Detection based on EmotionsVladislav Kolev, Gerhard Weiss 0001, Gerasimos Spanakis. 429-440 [doi]
• Parsimonious Representation of Knowledge Uncertainty using Metadata about Validity and CompletenessCélia da Costa Pereira, Didier Dubois, Henri Prade, Andrea G. B. Tettamanzi. 441-449 [doi]
• Enabling Markovian Representations under Imperfect InformationFrancesco Belardinelli, Borja G. León, Vadim Malvone. 450-457 [doi]
• T-Balance: A Unified Mechanism for Taxi Scheduling in a City-scale Ride-sharing ServiceJiyao Li, Vicki H. Allan. 458-465 [doi]
• Jason Agents for Knowledge-aware Information Retrieval FiltersDima El Zein, Célia da Costa Pereira. 466-476 [doi]
• Robust Traffic Signal Timing Control using Multiagent Twin Delayed Deep Deterministic Policy GradientsPriya Shanmugasundaram, Shalabh Bhatnagar. 477-485 [doi]
• Identifying Soft Cores in Propositional FormulæGilles Audemard, Jean-Marie Lagniez, Marie Miceli, Olivier Roussel. 486-495 [doi]
• Adversarial Examples by Perturbing High-level Features in Intermediate Decoder LayersVojtech Cermák, Lukás Adam. 496-507 [doi]
• Cognitive Planning in Motivational InterviewingEmiliano Lorini, Nicolas Sabouret, Brian Ravenet, Jorge Fernandez 0001, Céline Clavel. 508-517 [doi]
• Developing and Experimenting on Approaches to Explainability in AI SystemsYuhao Zhang, Kevin McAreavey, Weiru Liu. 518-527 [doi]
• The Gopher Grounds: Testing the Link between Structure and Function in Simple MachinesAnshul Kamath, Jiayi Zhao, Nick Grisanti, George D. Montañez. 528-540 [doi]
• Uncertainty Guided Pseudo-Labeling: Estimating Uncertainty on Ambiguous Data for Escalating Image Recognition PerformanceKyung Ho Park, HyunHee Chung. 541-551 [doi]
• Graph Convolutional Networks for Turn-Based Strategy GamesWanxiang Li, Houkuan He, Chu-Hsuan Hsueh, Kokolo Ikeda. 552-561 [doi]
• Time to Focus: A Comprehensive Benchmark using Time Series Attribution MethodsDominique Mercier, Jwalin Bhatt, Andreas Dengel 0001, Sheraz Ahmed. 562-573 [doi]
• Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional NetworksDavid Kerkkamp, Zaharah Allah Bukhsh, Yingqian Zhang, Nils Jansen 0001. 574-585 [doi]
• Parameter Setting in SAT Solver using Machine Learning TechniquesFilip Beskyd, Pavel Surynek. 586-597 [doi]
• Intelligent Diagnosis of Breast Cancer with Thermograms using Convolutional Neural NetworksNurduman Aidossov, Aigerim Mashekova, Yong Zhao, Vasilios Zarikas, Eddie-Yin-Kwee Ng, Olzhas Mukhmetov. 598-604 [doi]
• Understanding Summaries: Modelling Evaluation in Extractive Summarisation TechniquesVictor Margallo. 605-611 [doi]
• eSardine: A General Purpose Platform with Autonomous AI and Explainable OutputsInês Rito Lima, Nuno Leite, Adriano Pinto, Pedro Miguel Pires, Carlos Martins, Nuno Lopes. 612-625 [doi]
• Predicting the Intended Action using Internal Simulation of PerceptionZahra Gharaee. 626-635 [doi]
• Towards More Reliable Text Classification on Edge Devices via a Human-in-the-LoopJakob Smedegaard Andersen, Olaf Zukunft. 636-646 [doi]
• Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning AlgorithmsNathan Carstens, George Markou, Nikolaos Bakas. 647-652 [doi]
• An Evolutionary-based Neural Network for Distinguishing between Genuine and Posed Anger from Observers' Pupillary ResponsesFan Wu, Md Rakibul Hasan, Md. Zakir Hossain. 653-661 [doi]
• Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement LearningFlorian Felten, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry. 662-673 [doi]
• An Assessment of the Impact of OCR Noise on Language ModelsKonstantin Todorov, Giovanni Colavizza. 674-683 [doi]