Main conference – Preprints

IOS Press has published the ECAI2020 proceedings Open Access in the e-book series “Frontiers in Artificial Intelligence & Applications” (FAIA Vol.325). The volume includes the papers accepted for ECAI main conference (full papers and highlights) and the 10th International Conference on Prestigious Applications of Intelligent Systems (PAIS). This series is indexed in all major databases.

All papers in preprint format (links to the published version soon).

List of accepted Full papers

11.On Minimizing Diagonal Block-wise Differences for Neural Network Compression.Yun-Jui Hsu, Yi-Ting Chang, Chih-Ya Shen, Hong-Han Shuai and Wei-Lun Tseng
17.Explainable Inference in the FRANK Question Answering System.Kwabena Amoako Nuamah and Alan Bundy
27.Deep Density-aware Count Regressor.Chen Zhuojun, Cheng Junhao, Yuan Yuchen, Liao Dongping, Li Yizhou and Lv Jiancheng
31.Abstract Interpretation based Robustness Certification for Graph Convolutional Networks.Yang Liu, Jiaying Peng, Liang Chen and Zibin Zheng
34.DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction.Xuan Lin, Kaiqi Zhao, Tong Xiao, Zhe Quan, Zhi-Jie Wang and Philip S Yu
38.Robot self/other distinction: active inference meets neural networks learning in a mirror.Pablo Lanillos, Jordi Pages and Gordon Cheng
48.Minimality of Combined Qualitative Constraint Networks.Quentin Cohen-Solal
53.SI-AGAN: Spatial Interpolation with Attentional Generative Adversarial Networks for Environment Monitoring.Yujia Gao, Liang Liu, Chi Zhang, Xiao Wang and Huadong Ma
57.Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams.Maroua Bahri, Albert Bifet, Silviu Maniu, Rodrigo Mello and Nikolaos Tziortziotis
72.You Shouldn’t Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods.Botty Dimanov, Umang Bhatt, Mateja Jamnik and Adrian Weller
75.Classification Rules in Relaxed Logical Form.Bishwamittra Ghosh, Dmitry Malioutov and Kuldeep S. Meel
82.Interpretable & Time-Budget-Constrained Contextualization for Re-Ranking.Sebastian Hofstätter, Markus Zlabinger and Allan Hanbury
86.Maximal Correlation: An Alternative Criterion for Training Generative Networks.Kalliopi Basioti, George Moustakides and Emmanouil Psarakis
92.Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation.Jiahuan Pei, Pengjie Ren, Christof Monz and Maarten de Rijke
96.Modelling Belief-Revision Functions at Extended Languages.Theofanis Aravanis, Pavlos Peppas and Mary-Anne Williams
98.Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule Network.Congqing He, Yuquan Le and Meng Chen
99.Automated Verification of Social Law Robustness for Reactive Agents.Alexander Tuisov and Erez Karpas
107.Common and Discriminative Semantic Pursuit for Multi-modal Multi-label Learning.Yi Zhang, Jundong Shen, Zhecheng Zhang and Chongjun Wang
108.Resilient Distributed Constraint Optimization in Physical Multi-Agent Systems.Pierre Rust, Gauthier Picard and Fano Ramparany
111.Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition.Zhao Zhang, Zemin Tang, Zheng Zhang, Yang Wang, Jie Qin and Meng Wang
119.ST-MFM: A Spatiotemporal Multi-modal Fusion Model for Urban Anomalies Prediction.Liu Ruiqiang, Zhao Shuai, Cheng Bo, Yang Fangfang and Yang Hao
122.Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization.Yuntao Du, Zhiwen Tan, Qian Chen, Yi Zhang and Chongjun Wang
123.Semantic Point Completion Network for 3D Semantic Scene Completion.Min Zhong and Gang Zeng
130.A Framework for Determining the Fairness of Outlier Detection.Ian Davidson and S.S. Ravi
131.Learning Class-based Graph Representation for Object Detection.Shuyu Miao, Rui Feng, Yuejie Zhang and Weiguo Fan
136.Generating Instantiated Argument Graphs from Probabilistic Information.Anthony Hunter
145.Temporal Web Service QoS Prediction via Kalman Filter-Incorporated Latent Factor Analysis.Ye Yuan, Mingsheng Shang and Xin Luo
148.Causal query in observational data with hidden variables.Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu and Thuc Duy Le
150.Adversarial Learning for Overlapping Community Detection and Network Embedding.Junyang Chen, Zhiguo Gong, Quanyu Dai, Chunyuan Yuan and Weiwen Liu
153.A Conditional Perspective for Iterated Belief Contraction.Kai Sauerwald, Gabriele Kern-Isberner and Christoph Beierle
168.Bidirectional Scene Text Recognition with a Single Decoder.Maurits Bleeker and Maarten de Rijke
169.Gradual guaranteed coordination in repeated win-lose coordination games.Valentin Goranko, Antti Kuusisto and Raine Rönnholm
171.From mixture of longitudinal and non-gaussian advertising data to Click-Through-Rate prediction.Faustine Bousquet, Sophie Lebre and Christian Lavergne
193.Delving Deeper into the Decoder for Video Captioning.Haoran Chen, Jianmin Li and Xiaolin Hu
195.What Makes the History of China Different from Japan?: Comparative Timeline Summarization via Dynamic Affinity-Preserving Random Walk.Yijun Duan, Adam Jatowt and Masatoshi Yoshikawa
205.Complexity of Possible and Necessary Existence Problems in Abstract Argumentation.Kenneth Skiba, Daniel Neugebauer and Jörg Rothe
208.Complexity of Controlling Nearly Single-Peaked Winners.Yongjie Yang
215.Tutor-Instructing Global Pruning for Accelerating Convolutional Neural Networks via Information Gain.Fang Yu and Li Cui
218.DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains.Chang Xu, Cecile Paris, Surya Nepal, Ross Sparks, Chong Long and Yafang Wang
219.Mean field theory for deep dropout networks: digging up gradient backpropagation deeply.Wei Huang, Richard Yi Da Xu, Weitao Du, Yutian Zeng and Yunce Zhao
225.Dedge-AGMNet:an effective stereo matching network optimized by depth edge auxiliary task.Weida Yang, Xindong Ai, Zuliu Yang, Yong Xu and Yong Zhao
226.Local to global learning of a latent dynamic Bayesian network.Dan Halbersberg and Boaz Lerner
229.Adaptive Interaction Fusion Networks for Fake News Detection.Lianwei Wu and Yuan Rao
230.Maximum Entropy Reinforced Single Object Visual Tracking.Chenghuan Liu, Du Huynh and Mark Reynolds
232.Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network.Junfeng Hu, Zhencheng Fan, Jun Liao and Li Liu
235.Bidding in Spades.Gal Cohensius, Reshef Meir, Roni Stern and Nadav Oved
236.Adversarial Domain Adaptation Being Aware of Class Relationships.Zeya Wang, Baoyu Jing, Yang Ni, Nanqing Dong, Pengtao Xie and Eric Xing
237.A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage.Siyuan Chen, Jiahai Wang, Xin Du and Yanqing Hu
239.ET-GAN: Cross-Language Emotion Transfer Based on Cycle-Consistent Generative Adversarial Networks.Xiaoqi Jia, Jianwei Tai, Hang Zhou, Yakai Li, Weijuan Zhang, Haichao Du and Qingjia Huang
244.A Graph-based Measurement for Text Imbalance Classification.Jiachen Tian, Shizhan Chen, Xiaowang Zhang and Zhiyong Feng
246.MobiSenseUs: Inferring Aggregate Objective and Subjective Well-being from Mobile Data.Martin Hillebrand, Imran Khan, Filipa Peleja and Nuria Oliver
248.Matching Questions and Answers in Dialogues from Online Forums.Qi Jia, Mengxue Zhang, Shengyao Zhang and Kenny Q. Zhu
250.Sequence Prediction Model for Aspect-level Sentiment Classification.Qianlong Wang and Jiangtao Ren
251.Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery.Xianzhen Li, Zhao Zhang, Yang Wang, Guangcan Liu, Shuicheng Yan and Meng Wang
256.Task-aware Performance Prediction for Efficient Architecture Search.Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gabor Bartok and Jesse Berent
264.Graphical Granger Causality by Information-Theoretic Criteria.Katerina Schindlerova and Claudia Plant
273.Rewrite or not Rewrite? ML-based Algorithm Selection for Datalog Query Answering on Knowledge Graphs.Unmesh Joshi, Ceriel Jacobs and Jacopo Urbani
274.Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data.Yang Li and José M. F. Moura
275.Powering Hidden Markov Model by Neural Network based Generative Models.Dong Liu, Antoine Honoré, Saikat Chatterjee and Lars Rasmussen
281.Robust Multi-Instance Learning with Stable Instances.Weijia Zhang, Lin Liu and Jiuyong Li
286.On the Interpretation of Convolutional Neural Networks for Text Classification.Jincheng Xu and Qingfeng Du
290.JND-GAN: Human-Vision-Systems Inspired Generative Adversarial Networks for Image-to-Image Translation.Wen Zheng, Yan Lan, Chao Gou and Fei-Yue Wang
299.Multi-Label Learning with Deep Forest.Liang Yang, Xi-Zhu Wu, Yuan Jiang and Zhi-Hua Zhou
300.Directional Adversarial Training for Recommender Systems.Yangjun Xu, Liang Chen, Fenfang Xie, Weibo Hu, Jieming Zhu, Chuan Chen and Zibin Zheng
311.A Lightweight Recurrent Attention Network for Real-time Guidewire Segmentation and Tracking in Interventional X-ray Fluoroscopy.Yan-Jie Zhou, Xiao-Liang Xie, Gui-Bin Bian and Zeng-Guang Hou
312.Continual egocentric object recognition.Luca Erculiani, Fausto Giunchiglia and Andrea Passerini
314.Unsupervised Adversarial Learning of Anomaly Detection in the Wild.Amanda Berg, Jörgen Ahlberg and Michael Felsberg
317.OpenSMax: Unknown Domain Generation Algorithm Detection.Yao Lai, Guolou Ping, Yuexin Wu and Xiaojun Ye
320.Ensemble Methods for Object Detection.Ángela Casado García and Jónathan Heras
330.Topological Bayesian Optimization with Persistence Diagrams.Tatsuya Shiraishi, Tam Le, Hisashi Kashima and Makoto Yamada
335.CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators.Julien Girard-Satabin, Guillaume Charpiat, Zakaria Chihani and Marc Schoenauer
345.A Neural Topical Expansion Framework for Unstructured Persona-oriented Dialogue Generation.Minghong Xu, Piji Li, Haoran Yang, Pengjie Ren, Zhaochun Ren, Zhumin Chen and Jun Ma
346.Split Manipulations in Cost Sharing of Minimum Cost Spanning Tree.Taiki Todo and Makoto Yokoo
348.Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems.Adel Abusitta, Esma Aïmeur and Omar Abdel Wahab
351.Multi-Objective Deep Reinforcement Learning with Multi-Policy Soft Actor-Critic Algorithm and Evolution Strategy.Diqi Chen, Yizhou Wang and Wen Gao
359.Online Probabilistic Interval-based Event Calculus.Periklis Mantenoglou, Alexander Artikis and Georgios Paliouras
361.Saliency Detection with Deformable Convolution and Feature Attention.Zhe Zhang, Junhui Ma, Panpan Xu and Wencheng Wang
363.Sequencing, Combining and Sampling Classifiers to Help Find Needles in Haystacks.Jaebeen Lee and Léa Deleris
365.Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings.Vanja Doskoc, Tobias Friedrich, Andreas Göbel, Aneta Neumann, Frank Neumann and Francesco Quinzan
366.Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning.Borja G. Leon and Francesco Belardinelli
370.Necessary and Sufficient Conditions for Actual Root Causes.Shakil Khan and Mikhail Soutchanski
383.Behavior based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection.Zheng Gao, Lujun Zhao, Huang Heng, Hongsong Li, Changlong Sun, Luo Si and Xiaozhong Liu
384.Efficient Neural Network Verification via Adaptive Refinement and Adversarial Search.Patrick Henriksen and Alessio Lomuscio
387.Adaptive Graph Reasoning Network for Fashion Landmark Detection.Ming Chen, Hang Ying, Yingjie Qin, Lizhe Qi and Yunquan Sun
391.Improving Document Classification with Multi-Sense Embeddings.Vivek Gupta, Ankit Saw, Pegah Nokhiz, Harshit Gupta and Partha Talukdar
405.Feature-level Ensemble Knowledge Distillation for Aggregating Knowledge from Multiple Networks.Seonguk Park and Nojun Kwak
416.Reasoning with a Bounded Number of Resources in ATL+.Francesco Belardinelli and Stéphane Demri
419.Attention-based Attribute Network Embedding via Adversarial Autoencoder.Ming Liu
424.Crowd Counting via Hierarchical Scale Recalibration Network.Zhikang Zou, Yifan Liu, Shuangjie Xu, Wei Wei, Shiping Wen and Pan Zhou
429.Learning a Latent Space of Style-Aware Music Representations by Adversarial Autoencoders.Andrea Valenti, Antonio Carta and Davide Bacciu
433.Neural Network Heuristics for Classical Planning: A Study of Hyperparameter Space.Patrick Ferber, Malte Helmert and Joerg Hoffmann
436.Adaptive Local Neighbors for Transfer Discriminative Feature Learning.Wei Wang, Haojie Li, Zhihui Wang, Juan Zhou and Zhengming Ding
438.Analysing Irresolute Multiwinner Voting Rules with Approval Ballots via SAT Solving.Boas Kluiving, Adriaan de Vries, Pepijn Vrijbergen, Arthur Boixel and Ulle Endriss
443.Accounting for Observer’s Partial Observability in Stochastic Goal Recognition Design: Messing with the Marauder’s Map.Christabel Wayllace, Sarah Keren, Avigdor Gal, Erez Karpas, William Yeoh and Shlomo Zilberstein
447.DRNet: Dissect and Reconstruct the Convolutional Neural Network via Interpretable Manners.Xiaolong Hu, Zhulin An, Chuanguang Yang, Hui Zhu, Kaiqiang Xu and Yongjun Xu
448.Learning Deterministic Automata on Infinite Words.Jakub Michaliszyn and Jan Otop
449.Combination of Active Learning and Self-Paced Learning for Deep Answer Selection with Bayesian Neural Network.Qunbo Wang, Wenjun Wu, Yuxing Qi and Zhimin Xin
450.Multi-Stage Transfer Learning with an Application to Selection Process.Andre Mendes Da Silva, Julian Togelius and Leandro Dos Santos Coelho
462.Fleet Control using Coregionalized Gaussian Process Policy Iteration.Timothy Verstraeten, Pieter Libin and Ann Nowé
463.Election Score Can Be Harder Than Winner.Zack Fitzsimmons and Edith Hemaspaandra
464.Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning.Andrei Ivanov, Anna Golovkina and Uwe Iben
466.Learning classifier chains using matrix regularization: application to multimorbidity prediction.Paweł Teisseyre
472.Abstract Argumentation with Markov Networks.Nico Potyka
474.Segmented Tables: an Efficient Modeling Tool for Constraint Reasoning.Gilles Audemard, Christophe Lecoutre and Mehdi Maamar
475.IAD: A Benchmark Dataset and a New Method for Illegal Advertising Classification.Zebo Liu, Kehan Li, Xu Tan and Jiming Chen
479.Preferences over rankings and how to control them using rewards.Marco Faella and Luigi Sauro
482.Monte Carlo Information-Oriented Planning.Vincent Thomas, Gérémy Hutin and Olivier Buffet
484.A Knowledge-based System for the Dynamic Generation and Classification of Novel Contents in Multimedia Broadcasting.Eleonora Chiodino, Davide Di Luccio, Antonio Lieto, Alberto Messina, Gian Luca Pozzato and Davide Rubinetti
486.Enhanced foraging in robot swarms using collective Lévy walks.Johannes Nauta, Stef van Havermaet, Pieter Simoens and Yara Khaluf
487.Implementing Dynamic Answer Set Programming over finite traces.Pedro Cabalar, Martín Diéguez, François Laferriere and Torsten Schaub
491.SAI: a Sensible Artificial Intelligence that plays with handicap and targets high scores in 9×9 Go.Francesco Morandin, Gianluca Amato, Marco Fantozzi, Rosa Gini, Carlo Metta and Maurizio Parton
494.General Supervision via Probabilistic Transformations.Santiago Mazuelas and Aritz Perez
497.Generating Ensembles of Multi-Label Classifiers Using Cooperative Coevolutionary Algorithms.Jose Maria Moyano Murillo, Eva Lucrecia Gibaja Galindo, Krzysztof J. Cios and Sebastian Ventura
498.Search for Better Students to Learn Distilled Knowledge.Jindong Gu and Volker Tresp
511.Online Learning to Accelerate Neural Network Inference with Traveling Classifiers.Ege Beyazit, Yi He, Nian-Feng Tzeng and Xindong Wu
513.Heuristics for Link Prediction in Multiplex Networks.Robert Tillman, Vamsi Potluru, Jiahao Chen, Prashant Reddy and Manuela Veloso
514.Measurable Counterfactual Local Explanations for Any Classifier.Adam White and Artur d’Avila Garcez
519.SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience.Umar Asif, Stefan Voncavallar, Jianbin Tang and Stefan Harrer
521.Ensemble Knowledge Distillation for Learning Improved and Efficient Networks.Umar Asif, Jianbin Tang and Stefan Harrer
528.EPNE: Evolutionary Pattern Preserving Network Embedding.Junshan Wang, Yilun Jin, Guojie Song and Xiaojun Ma
531.CDeepEx: Contrastive Deep Explanations.Seyedamirhossein Feghahahti, Christian Shelton, Michael Pazzani and Kevin Tang
539.Learning Conjunctive Information of Signals in Multi-sensor Systems.Seong-Eun Moon and Jong-Seok Lee
541.Lifting Majority to Unanimity in Opinion Diffusion.Zhiqiang Zhuang, Kewen Wang, Junhu Wang, Heng Zhang, Zhe Wang and Zhiguo Gong
542.Dynamic thresholding for learning sparse neural networks.Jin-Woo Park and Jong-Seok Lee
545.Convolutional Dictionary Pair Learning Network for Image Representation Learning.Zhao Zhang, Yulin Sun, Yang Wang, Zheng-Jun Zha, Shuicheng Yan and Meng Wang
547.Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy.Zhaotao Wu, Jia Wei, Wenguang Yuan, Jiabing Wang and Tolga Tasdizen
551.RPN: A Residual Pooling Network for Efficient Federated Learning.Anbu Huang, Yuanyuan Chen, Yang Liu, Tianjian Chen and Qiang Yang
555.MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records.Bhagya Hettige, Yuan-Fang Li, Weiqing Wang, Suong Le and Wray Buntine
561.Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection.Ziyi Yang, Iman Soltani Bozchalooi and Eric Darve
570.A Region Selection Model to Identify Unknown Unknowns in Image Datasets.Xiao Dong, Huaxiang Zhang and Gianluca Demartini
574.End-To-End Speech Emotion Recognition Based on Time and Frequency Information Using Deep Neural Networks.Ali Bakhshi, Aaron Wong and Stephan Chalup
575.Unsupervised Learning of Interpretable Dialog Models.Dhiraj Madan, Dinesh Raghu, Gaurav Pandey and Sachindra Joshi
580.NASS: Optimizing Secure Inference via Neural Architecture Search.Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi and Takashi Sato
583.A Multi-Task Learning Neural Network for Emotion-Cause Pair Extraction.Sixing Wu, Fang Chen, Fangzhao Wu, Yongfeng Huang and Xing Li
595.Building a Multi-domain Neural Machine Translation Model using Knowledge Distillation.Idriss Mghabbar and Pirashanth Ratnamogan
597.Quantum Weighted Model Counting.Fabrizio Riguzzi
600.A Variant of Recurrent Entity Networks for Targeted Aspect-Based Sentiment Analysis.Zhihao Ye and Zhiyong Li
603.Leveraging Sememes to Learn Sense Representations.Tong Zhang, We Ye, Xiangyuxi Xi, Long Zhang, Shikun Zhang and Wen Zhao
609.Secure Social Recommendation based on Secret Sharing.Chaochao Chen, Liang Li, Bingzhe Wu, Cheng Hong, Li Wang and Jun Zhou
611.Finding Quantum Critical Points with Neural-Network Quantum States.Remmy Zen, Long My, Ryan Tan, Frederic Hebert, Mario Gattobigio, Christian Miniatura, Dario Poletti and Stephane Bressan
613.Strong Statistical Correlation Revealed by Quantum Entanglement for Supervised Learning.Junwei Zhang, Yuexian Hou, Zhao Li, Long Zhang and Xia Chen
615.Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy.Bowen Yu, Zhenyu Zhang, Xiaobo Shu, Tingwen Liu, Yubin Wang, Bin Wang and Sujian Li
625.Global Propagation of Transition Cost for Fixed Job Scheduling.Ruixin Wang and Nicolas Barnier
628.Understanding and Training Deep Diagonal Circulant Neural Networks.Alexandre Araujo, Benjamin Negrevergne, Yann Chevaleyre and Jamal Atif
629.A Formal Modal of Affordances for Flexible Robotic Task Execution.Robert Porzel, Mihai Pomarlan, Daniel Beßler, Rainer Malaka, Michael Beetz and John Bateman
635.Harmonic Recurrent Process for Time Series Forecasting.Shao-Qun Zhang and Zhi-Hua Zhou
639.Meta-Embedding as Auxiliary Task Regularization.James O ‘ Neill and Danushka Bollegala
640.Assessing the Memory Ability of Recurrent Neural Networks.Cheng Zhang, Qiuchi Li, Lingyu Hua and Dawei Song
646.IntuiGeo: Interactive tutor for online geometry problems resolution on pen-based tablets.Omar Krichen, Eric Anquetil and Nathalie Girard
662.Improve Unsupervised Domain Adaptation with Variational Information Bottleneck.Yuxuan Song, Lantao Yu, Zhangjie Cao, Zhiming Zhou, Jian Shen, Shuo Shao, Weinan Zhang and Yong Yu
666.Trepan Reloaded: A Knowledge-driven Approach to Explaining Black-box Models.Roberto Confalonieri, Tillman Weyde, Tarek Besold and Fermin Moscoso del Prado Martin
667.Layer-wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees.Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao and Xiaowen Chu
675.Polynomial-time Implicit Learnability in SMT.Ionela G. Mocanu, Vaishak Belle and Brendan Juba
690.Joint 3D Face Reconstruction and Dense Face Alignment via Deep Face Feature Alignment.Jian Zhou and Zhangjin Huang
693.An Approach to Fuzzy Modal Logic of Time Intervals.Willem Conradie, Dario Della Monica, Emilio Muñoz-Velasco and Guido Sciavicco
695.Uniform State Abstraction For Reinforcement Learning.John Burden and Daniel Kudenko
701.Distantly Supervised Question Parsing.Hamid Zafar, Maryam Tavakol and Jens Lehmann
703.A New Framework of Evolutionary Multi-Objective Algorithms with an Unbounded External Archive.Hisao Ishibuchi, Lie Meng Pang and Ke Shang
705.Learning Joint Job Embeddings with a Job-Oriented Asymmetrical Pairing System.Timothé Bernard, Tanguy Moreau, Clément Viricel, Paul Mougel, Christophe Gravier and Frédérique Laforest
706.Relaxed Per-Stage Requirements for Training Cascades of Classifiers.Dariusz Sychel, Przemysław Klęsk and Aneta Bera
708.Learning Global Pairwise Interactions with Bayesian Neural Networks.Tianyu Cui, Pekka Marttinen and Samuel Kaski
715.Diagnosis of temporal faults in discrete-event systems.Nicola Bertoglio, Gianfranco Lamperti, Marina Zanella and Xiangfu Zhao
719.Parameterized Complexity of Manipulating Sequential Allocation.Michele Flammini and Hugo Gilbert
720.Robust Constraint Acquisition by Sequential Analysis.Steven Prestwich
726.Belief Map Enhancement Network for Accurate Human Pose Estimation.Jie Liu, Yishun Dou, Wenjie Zhang, Jie Tang and Gangshan Wu
727.Partial Label Learning via Generative Adversarial Nets.Yabin Zhang, Guang Yang, Suyun Zhao, Peng Ni, Hairong Lian, Hong Chen and Cuiping Li
734.Prioritized Simple Contrapositive Assumption-Based Frameworks.Ofer Arieli and Jesse Heyninck
736.Neural ODEs with stochastic vector field mixtures.Niall Twomey, Michal Kozlowski and Raul Santos-Rodriguez
743.Logical Interpretations of Autoencoders.Anton Fuxjaeger and Vaishak Belle
762.Learning Fairness-aware Relational Structures.Yue Zhang and Arti Ramesh
769.Capturing Attraction Distribution: Sequential Attentive Network for Dwell Time Prediction.Tianxin Wang, Jingwu Chen, Fuzhen Zhuang, Leyu Lin, Feng Xia, Lihuan Du and Qing He
771.Struct-MMSB: Mixed Membership Stochastic Blockmodels with Interpretable Structured Priors.Yue Zhang and Arti Ramesh
778.Gradual semantics for logic-based bipolar graphs using T-(co)norms.Martin Jedwabny, Madalina Croitoru and Pierre Bisquert
780.Non-linear Cluster Enhancement: Forcing Clusters into a compact shape.Benjamin Schelling, Lukas Miklautz and Claudia Plant
783.An ASP semantics for Constraints involving Conditional Aggregates.Pedro Cabalar, Jorge Fandinno, Torsten Schaub and Philipp Wanko
784.Weighted LARS for Quantitative Stream Reasoning.Thomas Eiter and Rafael Kiesel
786.Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem.André Hottung and Kevin Tierney
787.Classifying the classifier: dissecting the weight space of neural networks.Gabriel Eilertsen, Daniel Jönsson, Timo Ropinski, Jonas Unger and Anders Ynnerman
792.Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules.Ernesto Jimenez-Ruiz, Asan Agibetov, Chen Jiaoyan, Matthias Samwald and Valerie Cross
794.The Automated Inspection of Opaque Liquid Vaccines.Gregory Palmer, Benjamin Schnieders, Rahul Savani, Karl Tuyls, Joscha-David Fossel and Harry Flore
797.Structure Matters: Towards Generating Transferable Adversarial Images.Dan Peng, Zizhan Zheng, Linhao Luo and Xiaofeng Zhang
803.Taming Reasoning in Temporal Probabilistic Relational Models.Marcel Gehrke, Ralf Möller and Tanya Braun
804.Semantics of negative sequential patterns.Philippe Besnard and Thomas Guyet
808.Explicit Negation in Linear-Dynamic Equilibrium Logic.Felicidad Aguado, Pedro Cabalar, Jorge Fandinno, Gilberto Pérez and Concepcion Vidal
809.Rapidly Finding the Best Arm Using Variance.Marco Faella, Alberto Finzi and Luigi Sauro
824.Permutation Learning via Lehmer Codes.Aissatou Diallo, Markus Zopf and Johannes Fürnkranz
827.Evaluation of Analogical Arguments by Choquet Integral.Leila Amgoud
834.Fair in the Eyes of Others.Parham Shams, Aurélie Beynier, Sylvain Bouveret and Nicolas Maudet
836.Foreground detection by probabilistic mixture models using semantic information from deep networks.Jorge García-González, Juan Miguel Ortiz-De-Lazcano-Lobato, Rafael M. Luque-Baena and Ezequiel López-Rubio
839.Improving Supervised Superpixel-Based Codebook Representations by Local Convolutional Features.Cesar Castelo-Fernandez and Alexandre Xavier Falcao
844.Automatic extraction of leaf venation complex networks.Maciej Rapacz and Radosław Łazarz
846.Committee Selection with Multimodal Preferences.Pallavi Jain and Nimrod Talmon
863.Exploiting Incomparability in Solution Dominance:Improving General Purpose Constraint-Based Mining.Gökberk Koçak, Özgür Akgün, Ian Miguel and Tias Guns
864.Studying lack of information through type-2 fuzzy strong negations.Carmen Torres-Blanc, Susana Cubillo and Luis Magdalena
869.Hope Speech Detection: A Computational Analysis of the Voice of Peace.Shriphani Palakodety, Ashiqur Khudabukhsh and Jaime Carbonell
871.Object Allocation and Positive Graph Externalities.Dimitris Fotakis, Laurent Gourves, Stelios Kasouridis and Aris Pagourtzis
880.The Impact of Linguistic Knowledge in Different Strategies to Learn Cross-Lingual Distributional Models.Pablo Gamallo
888.Speeding up Word Mover’s Distance and its variants via properties of distances between embeddings.Matheus Werner and Eduardo Laber
891.Neural Networks in Evolutionary Dynamic Constraint Optimization: Computational Cost and Benefits.Maryam Hasani-Shoreh, Renato Hermoza Aragonés and Frank Neumann
892.Learning Normative Behaviors through Abstraction.Stevan Tomic, Federico Pecora and Alessandro Saffiotti
894.Learning First-Order Symbolic Representations for Planning from the Structure of the State Space.Blai Bonet and Hector Geffner
898.Evolutionary Bi-objective Optimization for the Dynamic Chance-Constrained Knapsack Problem Based on Tail Bound Objectives.Hirad Assimi, Oscar Harper, Yue Xie, Aneta Neumann and Frank Neumann
903.SETNet: A Novel Semi-Supervised Approach for Semantic Parsing.Wang Xiaolu
905.Variational Objectives with Backward Simulation.Antonio Moretti, Zizhao Wang, Luhuan Wu, Iddo Drori and Itsik Pe’Er
909.Basic Utility Theory for Belief Functions.Chunlai Zhou, Biao Qin, Deying Li, Zhiqiang Xu and Xiaoyong Du
911.Joint Modeling of Local and Global Behavior Dynamics for Session-based Recommendation.Yong Xu, Jiahui Chen, Chao Huang, Bo Zhang, Hao Xing, Peng Dai and Liefeng Bo
912.Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation.Pei Zhang, Deyi Xiong, Xu Zhang, Wei Chen, Jian Yu and Yanfeng Wang
913.Mid-weight Image Super-Resolution with Bypass Connection Attention Network.Hao Shen and Zhong-Qiu Zhao
918.Learning to Reuse Translations: Guiding Neural Machine Translation with Examples.Qian Cao, Shaohui Kuang and Deyi Xiong
920.Metric Learning for Ordered Labeled Trees with pq-grams.Hikaru Shindo, Masaaki Nishino, Yasuaki Kobayashi and Akihiro Yamamoto
921.An Efficient Agreement Mechanism in CapsNet By Pairwise Product.Lei Zhao, Xiaohui Wang and Lei Huang
935.Towards Efficient Discrete Integration via Adaptive Quantile Queries.Fan Ding, Hanjing Wang, Ashish Sabharwal and Yexiang Xue
939.Learning to Continually Learn.Shawn Beaulieu, Lapo Frati, Thomas Miconi, Joel Lehman, Kenneth Stanley, Jeff Clune and Nick Cheney
942.Self-Attention-based Fully-Inception Networks for Continuous Sign Language Recognition.Mingjie Zhou, Michael Ng, Zixin Cai and Ka Chun Cheung
957.A weighted GCN with Logical Adjacency Matrix for Relation Extraction.Li Zhou, Tingyu Wang, Hong Qu, Li Huang and Yuguo Liu
958.On The Reasons Behind Decisions.Adnan Darwiche and Auguste Hirth
961.An Advance on Variable Elimination with Applications to Tensor-Based Computation.Adnan Darwiche
967.Negative-Aware Training: Be Aware of Negative Samples.Xin Li, Xiaodong Jia and Xiaoyuan Jing
973.SPCNet: Spatial Preserve and Content-aware Network for Human Pose Estimation.Yabo Xiao, Dongdong Yu, Xiaojuan Wang, Tianqi Lv, Yiqi Fan and Lei Jin
974.Multimodal Matching Transformer for Live Commenting.Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu and Tiejun Zhao
978.Agent Abstraction via Forgetting in the Situation Calculus.Kailun Luo, Yongmei Liu, Yves Lesperance and Ziliang Lin
980.Satisfiability and Query Answering in Description Logics with Global and Local Cardinality Constraints.Franz Baader, Bartosz Bednarczyk and Sebastian Rudolph
983.Step-wise Explanations of Constraint Satisfaction Problems.Bart Bogaerts, Emilio Gamba, Jens Claes and Tias Guns
994.MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary Algorithm.Zixun Zhang, Zhen Li, Lin Lin, Na Lei, Guanbin Li and Shuguang Cui
1000.Anomaly Detection Forest.Jakob Sternby, Erik Thormarker and Michael Liljenstam
1015.A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation.Chaoyang Wang, Zhiqiang Guo, Jianjun Li, Peng Pan and Guohui Li
1018.Evaluating Multimodal Representations on Visual Semantic Textual Similarity.Oier Lopez de Lacalle, Ander Salaberria, Aitor Soroa, Gorka Azkune and Eneko Agirre
1024.Exhaustive search of priority rules for on-line scheduling.Francisco Javier Gil Gala, Carlos Mencía Cascallana, María Sierra Sánchez and Ramiro Varela Arias
1027.Lifted Marginal Filtering for Asymmetric Models by Clustering-based Merging.Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller and Thomas Kirste
1037.Inequity Aversion Pricing in Multi-Unit Markets.Michele Flammini, Manuel Mauro, Matteo Tonelli and Cosimo Vinci
1040.Explaining Non-Acceptability in Abstract Argumentation.Zeynep G. Saribatur, Johannes P. Wallner and Stefan Woltran
1043.The Quality of Content Publishing in the Digital Era.Vittorio Bilò, Michele Flammini and Cosimo Vinci
1045.Minimality and Comparison of Sets of Multi-Attribute Vectors.Federico Toffano and Nic Wilson
1048.Voting Rules from Random Relations.Nic Wilson
1065.Auction Description Language (ADL): a General Framework for Representing Auction-based Markets.Munyque Mittelmann and Laurent Perrussel
1067.Comparing Topic-Aware Neural Networks for Bias Detection of News.Ye Jiang, Yimin Wang, Xingyi Song and Diana Maynard
1069.The Last Voting Rule Is Home: Complexity of Control by Partition of Candidates or Voters in Maximin Elections.Cynthia Maushagen and Jörg Rothe
1071.Verification of Neural Networks: Enhancing Scalability through Pruning.Dario Guidotti, Francesco Leofante, Luca Pulina and Armando Tacchella
1072.Is hardness inherent in computational problems? Performance of human and digital computers on random instances of the 0-1 knapsack problem.Nitin Yadav, Carsten Murawski, Sebastian Sardina and Peter Bossaerts
1074.Integrating Open-Ended Learning in the Sense-Plan-Act Robot Control Paradigm.Angelo Oddi, Riccardo Rasconi, Vieri Giuliano Santucci, Gabriele Sartor, Emilio Cartoni, Francesco Mannella and Gianluca Baldassarre
1076.Applying the Closed World Assumption to SUMO-based FOL Ontologies for Effective Commonsense Reasoning.Javier Álvez, Itziar Gonzalez-Dios and German Rigau
1088.Algorithms for Dynamic Argumentation Frameworks: An Incremental SAT-Based Approach.Andreas Niskanen and Matti Järvisalo
1089.Group Behavior Recognition Using Attention- and Graph-Based Neural Networks.Fangkai Yang, Wenjie Yin, Tetsunari Inamura, Mårten Björkman and Christopher Peters
1092.Strong Refinements for Hard Problems in Argumentation Dynamics.Andreas Niskanen and Matti Järvisalo
1097.Relational Neural Machines.Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori and Marco Maggini
1105.How Much Knowledge is in a Knowledge Base? Introducing Knowledge Measures (Preliminary Report).Umberto Straccia
1109.Human Activity Recognition from Wearable Sensor Data Using Self-Attention.Saif Mahmud, M Tanjid Hasan Tonmoy, Kishor Kumar Bhaumik, A K M Mahbubur Rahman, M Ashraful Amin, Mohammad Shoyaib, Muhammad Asif Hossain Khan and Amin Ahsan Ali
1118.Black-box Adversarial Attacks Against Deep Learning Based Malware Binaries Detection with GANs.Junkun Yuan, Shaofang Zhou, Lanfen Lin, Feng Wang and Jia Cui
1124.Learning Temporal Action Models via Constraint Programming.Antonio Garrido and Sergio Jimenez Celorrio
1126.Tree Search algorithms for the Sequential Ordering Problem.Luc Libralesso, Abdel-Malik Bouhassoun, Hadrien Cambazard and Vincent Jost
1128.Finite and Confident Teaching in Expectation: Sampling from Infinite Concept Classes.Jose Hernandez-Orallo and Jan Arne Telle
1133.A Shared-Word Sensitive Sequence-to-Sequence Features Extractor for Sentences Matching.Jinqing Li, Dakui Wang and Xiaojun Chen
1135.A Convergent Off-Policy Temporal Difference Algorithm.Raghuram Bharadwaj Diddigi, Chandramouli Kamanchi and Shalabh Bhatnagar
1136.BTDE: Block Term Decomposition Embedding for Link Prediction in Knowledge Graph.Tao Luo, Yifan Wei, Mei Yu, Xuewei Li, Mankun Zhao, Tianyi Xu, Jian Yu, Jie Gao and Ruiguo Yu
1137.On the Relation between Claim-augmented Argumentation Frameworks and Collective Attacks.Wolfgang Dvořák, Anna Rapberger and Stefan Woltran
1145.Preprocessing in Incomplete MaxSAT Solving.Marcus Leivo, Jeremias Berg and Matti Järvisalo
1147.Personalized Automated Machine Learning.Cedric Kulbach, Patrick Philipp and Steffen Thoma
1151.Learning Chordal Markov Networks via Stochastic Local Search.Kari Rantanen, Antti Hyttinen and Matti Järvisalo
1152.Towards Inconsistency Measurement in Business Rule Bases.Carl Corea and Matthias Thimm
1161.Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description.Sambaran Bandyopadhyay, Saley Vishal Vivek and Narasimha Murty
1166.RoI Feature Propagation for Video Object Detection.Daniel Cores, Manuel Mucientes and Víctor M. Brea
1168.Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting.Hongbin Liu and Ickjai Lee
1169.An experimental study on the use of Fuzzy Quantification Models for linguistic descriptions of data.Andrea Cascallar-Fuentes, Alejandro Ramos-Soto and Alberto Bugarín
1174.TIMELY: Improving Labeling Consistency in Medical Imaging for Cell Type Classification.Yushan Liu, Markus Geipel, Christoph Tietz and Florian Buettner
1177.On the Effectiveness of Social Proof Recommendations in Markets with Multiple Products.Vincenzo Auletta, Diodato Ferraioli and Gianluigi Greco
1186.Strategic Monitor Placement against Malicious Flows.Vincenzo Auletta, Giuseppe De Nittis, Diodato Ferraioli, Nicola Gatti and Domenico Longo
1194.Incentivize Diffusion with Fair Rewards.Wen Zhang, Dengji Zhao and Yao Zhang
1197.Verifying Strategic Abilities in Multi-agent Systems via First-order Entailment.Francesco Belardinelli and Vadim Malvone
1198.A unified and unsupervised framework for bilingual phrase alignment on specialized comparable corpora.Jingshu Liu, Emmanuel Morin, Sebastian Peña Saldarriaga and Joseph Lark
1203.Incorporating Semantic Dependencies Extracted from Knowledge Graphs into Joint Inference Template-based Information Extraction.Hendrik Ter Horst and Philipp Cimiano
1216.CryptoSPN: Privacy-preserving Sum-Product Network Inference.Amos Treiber, Alejandro Molina, Christian Weinert, Thomas Schneider and Kristian Kersting
1217.Capturing Word Order in Averaging Based Sentence Embeddings.Jae Hee Lee, José Camacho Collados, Luis Espinosa-Anke and Steven Schockaert
1218.Towards Lossless Binary Convolutional Neural Networks Using Piecewise Approximation.Baozhou Zhu, Zaid Al-Ars and Wei Pan
1221.Fine-grained Text Sentiment Transfer via Dependency Parsing.Lulu Xiao, Ruixuan Li, Xiaoye Qu, Jun Wang, Pan Zhou and Yuhua Li
1222.Embedding The Trust Degrees of Agents in Abstract Argumentation.Bettina Fazzinga, Sergio Flesca and Filippo Furfaro
1224.A Lagrangian Approach to Information Propagation in Graph Neural Networks.Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini and Marco Gori
1225.Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning.Giuseppe Canonaco, Marcello Restelli and Manuel Roveri
1231.On-Time Delivery in Crowdshipping Systems: An Agent-Based Approach Using Streaming Data.Jeremias Dötterl, Ralf Bruns, Jürgen Dunkel and Sascha Ossowski
1237.Algorithm Control: Foundation of a New Meta-Algorithmic Framework.André Biedenkapp, Hüseyin Furkan Bozkurt, Theresa Eimer, Frank Hutter and Marius Lindauer
1238.From Public Announcements to Asynchronous Announcements.Saul Fernandez Gonzalez, Hans van Ditmarsch and Philippe Balbiani
1239.CIDetector: Semi-Supervised Method for Multi-Topic Confidential Information Detection.Jianguo Jiang, Yue Lu, Min Yu, Gang Li, Yantao Jia, Jiafeng Guo, Chao Liu and Weiqing Huang
1241.Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks.Corentin Kervadec, Grigory Antipov, Moez Baccouche and Christian Wolf
1246.Extending a Fuzzy Polarity Propagation Method for Multi-Domain Sentiment Analysis with Word Embedding and POS Tagging.Claude Pasquier, Célia Da Costa Pereira and Andrea Tettamanzi
1248.Ludii – The Ludemic General Game System.Eric Piette, Dennis J. N. J. Soemers, Matthew Stephenson, Chiara F. Sironi, Mark H. M. Winands and Cameron Browne
1259.Property Invariant Embedding for Automated Reasoning.Miroslav Olšák, Cezary Kaliszyk and Josef Urban
1261.An ideal team is more than a team of ideal agents.Abdurrahman Can Kurtan, Pinar Yolum and Mehdi Dastani
1262.Deciding When, How and for Whom to Simplify.Carolina Scarton, Pranava Madhyastha and Lucia Specia
1264.Knowledge Distillation for Model-agnostic Meta-learning.Zhang Min, Wang Donglin and Gai Sibo
1265.A compact spectral descriptor for shape deformations.Skylar Sible, Rodrigo Iza-Teran, Jochen Garcke, Nikola Aulig and Patricia Wollstadt
1266.A Logic of Explicit and Implicit Distributed Belief.Andreas Herzig, Emiliano Lorini, Elise Perrotin, Benito Fabian Romero Jimenez and Francois Schwarzentruber
1270.New randomized strategies for the color coding algorithm.Lucie Pansart, Hadrien Cambazard and Nicolas Catusse
1271.MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs.Afshin Sadeghi, Damien Graux, Hamed Shariat Yazdi and Jens Lehmann
1282.Outside the Box: Abstraction-Based Monitoring of Neural Networks.Thomas A. Henzinger, Anna Lukina and Christian Schilling
1283.Span-based Joint Entity and Relation Extraction with Transformer Pre-training.Markus Eberts and Adrian Ulges
1285.Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques.Raül Fabra-Boluda, Cesar Ferri, Jose Hernandez-Orallo, Fernando Martínez-Plumed and M.J. Ramírez
1290.Modeling the Incongruity between Sentence Snippets for Sarcasm Detection.Hongliang Pan, Zheng Lin, Peng Fu and Weiping Wang
1293.Consolidating Modal Knowledge Bases.Zied Bouraoui, Jean-Marie Lagniez, Pierre Marquis and Valentin Montmirail
1303.Dynamics in Abstract Argumentation Frameworks with Recursive Attack and Support Relations.Gianvincenzo Alfano, Andrea Cohen, Sebastian Gottifredi, Sergio Greco, Francesco Parisi and Guillermo R. Simari
1324.Analysis of reduced costs filtering for alldifferent and minimum weight alldifferent global constraints.Guillaume Claus, Hadrien Cambazard and Vincent Jost
1326.Automatic Generation of Typicality Measures for Spatial Language in Grounded Settings.Adam Richard-Bollans, Brandon Bennett and Anthony Cohn
1330.Improving VAE generations of multimodal data through data-dependent conditional priors.Frantzeska Lavda, Magda Gregorova and Alexandros Kalousis
1337.Speeding Up CDCL Inference With Duplicate Learnt Clauses.Stepan Kochemazov, Oleg Zaikin, Alexander Semenov and Victor Kondratiev
1339.PushNet: Efficient and Adaptive Neural Message Passing.Julian Busch, Jiaxing Pi and Thomas Seidl
1344.Data-Empowered Argumentation for Dialectically Explainable Predictions.Oana Cocarascu, Andria Stylianou, Kristijonas Cyras and Francesca Toni
1345.Point Cloud Segmentation with Deep Reinforcement Learning.Marcel Tiator, Christian Geiger and Paul Grimm
1357.Algebraic Circuits for Decision Theoretic Inference and Learning.Vincent Derkinderen and Luc De Raedt
1362.Explanations for Ontology-Mediated Query Answering in Description Logics.Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia and Andrius Vaicenavičius
1364.AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety Issues.Jose Hernandez-Orallo, Fernando Martínez-Plumed, Shahar Avin, Jess Whittlestone and Sean O Heigeartaigh
1366.Neighborhood-based Pooling for Population-level Label Distribution Learning.Tharindu Cyril Weerasooriya, Christopher M. Homan and Tong Liu
1373.On Measuring Inconsistency in Relational Databases with Denial Constraints.Francesco Parisi and John Grant
1378.Decoding the Imitation Security Game: Handling Attacker Imitative Behavior Deception.Thanh Nguyen, Nam Vu, Amulya Yadav and Uy Nguyen
1381.Tackling Imitative Attacker Deception in Repeated Bayesian Stackelberg Security Games.Thanh Nguyen, Andrew Butler and Haifeng Xu
1383.Regret-Based Elicitation for Solving Multi-Objective Knapsack Problems with Rank-Dependent Aggregators.Nawal Benabbou, Cassandre Leroy and Thibaut Lust
1403.Coulomb Autoencoders.Emanuele Sansone, Hafiz Tiomoko Ali and Sun Jiacheng
1405.STRiKE: Rule-Driven Relational Learning Using Stratified k-Entailment.Martin Svatoš, Steven Schockaert, Jesse Davis and Ondřej Kuželka
1407.Item Response Theory to Estimate the Latent Ability of Speech Synthesizers.Chaina Oliveira, Ricardo Prudêncio and Caio Tenório
1410.Learning Kernel-based Embeddings in Graph Neural Networks.Nicolò Navarin, Dinh Van Tran and Alessandro Sperduti
1428.Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation.José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo and José Rouco
1441.A Fuzzy Inference System for a Visually Grounded Robot State of Mind.Avinash Kumar Singh, Neha Baranwal and Kai-Florian Richter
1442.New Computational Models for the Choquet Integral.Hugo Martin and Patrice Perny
1459.What makes a better companion? Towards Social & Engaging Peer Learning.Rajni Jindal, Maitree Leekha, Minkush Manuja and Mononito Goswami
1470.Transformer-based Argument Mining for Healthcare Applications.Tobias Mayer, Elena Cabrio and Serena Villata
1471.Dynamic Epistemic Logic Games with Epistemic Temporal Goals.Bastien Maubert, Aniello Murano, Sophie Pinchinat, Francois Schwarzentruber and Silvia Stranieri
1477.New measures of inclusion between fuzzy sets in terms of the f-index of inclusion.Nicolas Madrid and Manuel Ojeda-Aciego
1484.Lifted Heuristics for Timeline-based Planning.Riccardo De Benedictis and Amedeo Cesta
1491.Macro Operator Synthesis for ADL Domains.Till Hofmann, Tim Niemueller and Gerhard Lakemeyer
1492.Verification of Recurrent Neural Networks for Cognitive Tasks via Reachability Analysis.Hongce Zhang, Maxwell Shinn, Aarti Gupta, Arie Gurfinkel, Nham Le and Nina Narodytska
1499.Representing and Reducing Uncertainty for Enumerating the Belief Space to Improve Endgame Play in Skat.Stefan Edelkamp
1522.Ontology Focusing: Knowledge-enriched Databases on Demand.Tomasz Gogacz, Víctor Gutiérrez Basulto, Yazmin A. Ibanez-Garcia, Filip Murlak, Magdalena Ortiz and Mantas Simkus
1538.Reuse, Reduce and Recycle: Optimizing Reiter’s HS-Tree for Sequential Diagnosis.Patrick Rodler
1540.A Hash Learning Framework for Search-Oriented Knowledge Graph Embedding.Meng Wang, Guilin Qi and Tongtong Wu
1543.Multiwinner Rules with Variable Number of Winners.Piotr Faliszewski, Arkadii Slinko and Nimrod Talmon
1547.On Partial Multi-Task Learning.Yi He, Baijun Wu, Di Wu and Xindong Wu
1553.Toward Metrics for DifferentiatingOut-of-Distribution Sets.Abbasi, Shui, Rajabi, Gagne and Bobba
1557.Learning Variable Ordering Heuristics with Multi-Armed Bandits and Restarts.Hugues Wattez, Frederic Koriche, Christophe Lecoutre, Anastasia Paparrizou and Sebastien Tabary
1558.Planning for Compilation of a Quantum Algorithm for Graph Coloring.Minh Do, Zhihui Wang, Bryan O’Gorman, Davide Venturelli, Eleanor Rieffel and Jeremy Frank
1565.Link Prediction by Analyzing Common Neighbors Based Subgraphs using Convolutional Neural Network.Kumaran Ragunathan, Kalyani Selvarajah and Ziad Kobti
1567.Document and Word Representations Generated by Graph Convolutional Network and BERT for Short Text Classification.Zhihao Ye, Gongyao Jiang, Ye Liu, Zhiyong Li and Jin Yuan
1569.False-Name-Proof Facility Location on Discrete Structures.Taiki Todo, Nodoka Okada and Makoto Yokoo
1572.Mining Insights from Large-scale Corpora using Fine-tuned Language Models.Shriphani Palakodety, Ashiqur Khudabukhsh and Jaime Carbonell
1574.Many-Objective Problems Are Not Always Difficult for Pareto Dominance-Based Evolutionary Algorithms.Hisao Ishibuchi, Takashi Matsumoto, Naoki Masuyama and Yusuke Nojima
1579.Semantics-Reinforced Networks for Question Generation.Zhuang Liu, Jun Zhao, Philip Williams and Joel Turian
1588.Generating Natural Language Adversarial Examples on a Large Scale with Generative Models.Yankun Ren, Jianbin Lin, Siliang Tang, Jun Zhou, Shuang Yang, Yuan Qi and Xiang Ren
1591.Anonymizing Data for Privacy-Preserving Federated Learning.Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu and Amar Das
1594.Adaptive Experienced Derivative-Free Optimization for Efficient Hyper-Parameter Tuning.Yi-Qi Hu, Zelin Liu, Hua Yang, Yang Yu and Yunfeng Liu
1599.Branch Location Problems with Maximum Satisfiability.Oleg Zaikin, Alexey Ignatiev and Joao Marques-Silva
1617.Simplifying Graph Attention Networks with Source-Target Separation.Hantao Guo, Rui Yan, Yansong Feng and Zhanxing Zhu
1628.Private Knowledge Transfer via Model Distillation with Generative Adversarial Networks.Di Gao and Cheng Zhuo
1634.From Eigentrust to a Trust-measuring Algorithm in the Max-Plus Algebra.Juan Afanador, Nir Oren, Murilo Baptista and Maria Araujo
1641.Pruning CNN’s with linear filter ensembles.Csanád Sándor, Szabolcs Pável and Lehel Csató
1648.A Multilayered Informative Random Walk for Attributed Social Network Embedding.Sambaran Bandyopadhyay, Anirban Biswas, Harsh Kara and Narasimha Murty Musti
1655.Robust Submodular Minimization with Applications to Cooperative Modeling.Rishabh Iyer
1661.Minimizing and recovering from the effect of concept drift via feature selection.Daegun Won, Peter Jansen and Jaime Carbonell
1665.Scalable Kernel Multi-view Discriminant Analysis.Xiaoyun Li, Jie Gui and Ping Li
1669.A Two-stream Network with Image-to-Class Deep Metric for Few-shot Classification.Qinghua Gu, Zhengding Luo and Yuesheng Zhu
1673.Refinement of Unsupervised Cross-Lingual Word Embeddings.Magdalena Biesialska and Marta R. Costa-Jussà
1687.Dual Rejection Sampling for Wasserstein Auto-Encoders.Liang Hou, Huawei Shen and Xueqi Cheng
1689.Maximal Information Propagation with Budgets.Haomin Shi, Yao Zhang, Zilin Si, Letong Wang and Dengji Zhao
1696.Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion.Hung Nghiep Tran and Atsuhiro Takasu
1719.Modeling Rare Interactions in ICU Time Series Data Through Qualitative Change.Zina Ibrahim and Richard Dobson
1721.Feature Importance Estimation with Self-Attention Networks.Blaž Škrlj, Sašo Džeroski, Nada Lavrač and Matej Petkovič

List of accepted Highlight papers

284.String constraint solving: past, present and future.Roberto Amadini, Graeme Gange, Peter J. Stuckey, Harald Sondergaard and Peter Schachte
691.Abstraction for ASP Planning.Zeynep G. Saribatur
702.Towards an Imprecise Probability Approach for Abstract Argumentation.Mariela Morveli-Espinoza, Juan Carlos Nieves and Cesar A. Tacla
738.Toward a Generic AutoML-Based Assistant for Contracts Negotiation.Youssef Bendraou, Nathan Ramoly and Baba Seydou Bamba
760.Hybrid Offline/Online Optimization Under Uncertainty.Allegra De Filippo, Michele Lombardi and Michela Milano
817.Stochastic Local Search in Machine Learning: From Theory to Applications and and Vice Versa.Ole Mengshoel, Tong Yu and Ming Zeng
972.Cognitive Vision and Perception: Deep Semantics Integrating AI and Vision for (Declarative) Reasoning about Space, Action, and Motion.Mehul Bhatt and Jakob Suchan
984.The Refugee Experience Online: Surfacing Positivity Amidst Hate.Shriphani Palakodety, Ashiqur Khudabukhsh and Jaime Carbonell
1009.Tracking AI: The Capability is (Not) Near.Fernando Martínez-Plumed, Jose Hernandez-Orallo and Emilia Gomez
1068.The Higher-Order Prover Leo-III.Alexander Steen and Christoph Benzmüller
1090.TransSketchNet: Attention-based Sketch Recognition using Transformers.Gaurav Jain, Shivang Chopra, Suransh Chopra and Anil Singh Parihar
1160.Towards Meta-reasoning for Ontologies: A Roadmap.Yuan-Fang Li and Yong-Bin Kang
1162.On the Development of Digital Twins of Social Systems.Daniel Birks, Alison Heppenstall and Nick Malleson
1175.ERICA, WikiTalk and WikiListen: Towards listening robots that can join in conversations with topically relevant contributions.Graham Wilcock and Kristiina Jokinen
1188.Reasoning with Justifiable Exceptions in Contextual Hierarchies.Loris Bozzato, Luciano Serafini and Thomas Eiter
1273.On Visual-Textual-Knowledge Entity Linking.Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan and Alessandro Sperduti
1274.Influence of Personality-based Features for Dialogue Generation in Computational Narratives.Weilai Xu, Fred Charles, Charlie Hargood, Feng Tian and Wen Tang
1320.Malaria parasite mobility in Mozambique estimated using mobile phone records.Jessica Floyd, Pedro Rente Lourenco, Nick Ruktanonchai, Andrew Tatem and Nuria Oliver
1325.Enriching Language Models with Semantics.Tobias Mayer
1347.Towards organizational guidelines for the responsible use of AI.Richard Benjamins
1352.Lifting Queries for Lifted Inference.Tanya Braun and Ralf Möller
1387.Shallow Neural Models for Top-N Recommendation.Alfonso Landin, Daniel Valcarce, Javier Parapar and Alvaro Barreiro
1396.Sensitivity analysis for dimensionality reduction in agent-based modeling.Bianca Granato and Nicole Li-Jessen
1440.The Challenge of Optimal Paths in Graphs with Item Sets.Adi Botea, Akihiro Kishimoto, Radu Marinescu, Elizabeth M. Daly and Oznur Alkan
1451.A goal-oriented framework for knowledge invention and creative problem solving in cognitive architectures.Eleonora Chiodino, Antonio Lieto, Federico Perrone and Gian Luca Pozzato
1478.Reasoning about Quality and Fuzziness of Strategic Behaviours.Patricia Bouyer, Orna Kupferman, Nicolas Markey, Bastien Maubert, Aniello Murano and Giuseppe Perelli
1487.Cognitive Logics – Features, Formalisms, and Challenges.Marco Ragni, Gabriele Kern-Isberner, Christoph Beierle and Kai Sauerwald
1493.Driven by Commonsense: On the Role of Human-Centred Visual Explainability for Autonomous Vehicles.Jakob Suchan and Mehul Bhatt
1498.Understanding individual behaviour: from virtual to physical patterns.Marco De Nadai, Bruno Lepri and Nuria Oliver
1512.An Integrated Approach to Moral Autonomous Systems.Justin Svegliato, Samer Nashed and Shlomo Zilberstein
1513.Review of the Recent Techniques for Learning Commonsense Knowledge applied to the Winograd Schema Challenge.Aneta Koleva
1530.Contextual Q-Learning.Tiago Pinto and Zita Vale
1536.Adaptive learning in multiagent systems for automated energy contacts negotiation.Tiago Pinto and Zita Vale
1609.Normative Reasoning with Expressive Logic Combinations.David Fuenmayor and Christoph Benzmüller
1682.Efficient Allocations in Constant Time: Towards Scalable Solutions in the Era of Large Scale Intelligent Systems.Panayiotis Danassis and Boi Faltings
1698.Refinement-Based Architecture for Knowledge Representation, Explainable Reasoning, and Interactive Learning on Robots.Mohan Sridharan