All Papers
Main Track
The Objective of Simple Novelty Search
PDFSuper Altruistic Hedonic Games
PDFInternal Stability in Hedonic Games
PDFBounded-Memory Criteria for Streams with Application Time
PDFSolving Weighted Abduction via Max-SAT Solvers
PDFReal-Time Detection and Prediction of Relative Motion of Moving Objects in Autonomous Driving
PDFFigure Descriptive Text Extraction Using Ontological Representation
PDFNew Approaches in Ordinal Pattern Representations for Multivariate Time Series
PDFTheory Interpretations for Topic Models
PDFSecure Industrial Control System with Intrusion Detection
PDFModeling Novel Solutions to Creative Problem Solving Tasks with Subjective Observers
PDFTowards Concise, Machine-Discovered Proofs of Gödel’s Two Incompleteness Theorems
PDFMusic Stimuli for EEG-Based User Authentication
PDFClinical Event Time-Series Modeling with Periodic Events
PDFAttention Based Transformer for Student Answers Assessment
PDFNode Similarity For Anomaly Detection in Attributed Graphs
PDFTowards Quantification of Explainability in Explainable Artificial Intelligence Methods
PDFA Lexicographic Strategy for Approximating Dominance in CP-Nets
PDFImproving Classification Accuracy by Mining Deterministic and Frequent Rules
PDFConstructing Gaussian Processes for Probabilistic Graphical Models
PDFLimits of the Technological Singularity
PDFSpatially Aligned Clustering of Driving Simulator Data
PDFMost Important Fundamental Rule of Poker Strategy
PDFImproving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games
PDFPrediction of Bayesian Intervals for Tropical Storms
PDFCharacter Depth and Sentence Diversification in Automated Narrative Generation
PDFEncoding Neighbor Information into Geographical Embeddings Using Convolutional Neural Networks
PDFOn Dealing with Conflicting, Uncertain and Partially Ordered Ontologies
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Main Track Posters
Clustering Partial Lexicographic Preference Trees
PDFChunk-Based Incremental Classification of Fraud Data
PDFApproximate MMAP by Marginal Search
PDFRALE-ACL — A Language for Information Exchange between Case-Based Agents as Alternative to the FIPA-ACL-Based Communication
PDFA Preliminary Study of Spatial Bias in Knn Distance Metrics
PDFInvestigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems
PDFProbing the Natural Language Inference Task with Automated Reasoning Tools
PDFUsing Simulated Annealing to Declutter Genome Visualizations
PDFMiddleware Unifying Framework for Independent Nodes System (MUFFINS)
PDFImproving the EDCM Mixture Model with Expectation Propagation
PDFDecentralized Marriage Models
PDFCOPD Disease Classification Using Network Embedding with Synthetic Relationships
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Special Track on Applied Natural Language Processing
Impact of a New Word Embedding Cost Function on Farsi-Spanish Low-Resource Neural Machine Translation
PDFEstablishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT
PDFSyntactic Neural Model for Authorship Attribution
PDFAbstractive Summarization for Low Resource Data Using Domain Transfer and Data Synthesis
PDFReliability of Perplexity to Find Number of Latent Topics
PDFInteractive Summarization for Data Filtering and Triage
PDFNarrative Origin Classification of Israeli-Palestinian Conflict Texts
PDFPre-Training A Neural Language Model Improves the Sample Efficiency of an Emergency Room Classification Model
PDFAn Ensemble Neural Network for the Emotional Classification of Text
PDFEmpTransfo: A Multi-Head Transformer Architecture for Creating Empathetic Dialog Systems
PDFNeural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis
PDFAttend to the Beginning: A Study on Bidirectional Attention for Extractive Summarization
PDFDetecting Preposition Errors to Target Interlingual Errors in Second Language Writing
PDFA Computational Approach to Assessing Nominalizations in Academic Writing
PDFGazetteer Generation for Neural Named Entity Recognition
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Special Track on Artificial Intelligence for Big Social Data Analysis
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia
Special Track on Artificial Intelligence in Healthcare Informatics
Experimentation on Hand Drawn Sketches by Children to Classify Draw-a-Person Test Images in Psychology
PDFCorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records
PDFModeling Latent Comorbidity for Health Risk Prediction Using Graph Convolutional Network
PDFLearning to Recognise Exercises in the Self-Management of Low Back Pain
PDFSurvival Prediction of Breast Cancer Patient from Gene Methylation Data with Deep LSTM Network and Ordinal Cox Model
PDFMedFroDetect: Medicare Fraud Detection with Extremely Imbalanced Class Distributions
PDFGoal Summarization for Human-Human Health Coaching Dialogues
PDFNot All Samples are Equal: Class Dependent Hierarchical Multi-Task Learning for Patient Diagnosis Classification
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Special Track on Autonomous Robots and Agents
Energy-Aware Path Planning for Autonomous Mobile Robot Navigation
PDFImproving Multi-Agent System Coordination Via Intensity Variation
PDFModel-Free Reinforcement Learning Approach for Leader-Follower Formation Using Nonholonomic Mobile Robots
PDFRecreating Bat Behavior on Quad-Rotor UAVs—A Simulation Approach
PDFEffects of Response Threshold Distribution on Dynamic Division of Labor in Decentralized Swarms
PDFDiscovering Hierarchies for Reinforcement Learning Using Data Mining
PDFUsing Reinforcement Learning to Manage Communications Between Humans and Artificial Agents in an Evacuation Scenario
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Special Track on Case-Based Reasoning
Case-Based Reasoning for the Analysis of Methylation Data in Oncology
PDFCase-Based Explanations and Goal Specific Resource Estimations
PDFOn the Explanation of Similarity for Developing and Deploying CBR Systems
PDFDeep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis
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Special Track on Data Mining
Special Track on Intelligent Learning Technologies
Detecting Trait versus Performance Student Behavioral Patterns Using Discriminative Non-Negative Matrix Factorization
PDFQuery-Based Generation of Trigonometric Identity Problems and Solutions
PDFThe Effects of Open Self-Explanation Prompting During Source Code Comprehension
PDFExperiments with a Socratic Intelligent Tutoring System for Source Code Understanding
PDFAnalysis of Region-Based Integral Calculus Problems
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Special Track on Neural Networks
Impact of Augmenting GRU Networks with Iterative and Direct Strategies for Traffic Speed Forecasting
PDFStochastic Reinforcement Learning for Continuous Actions in Dynamic Environments
PDFUnsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data
PDFBoosting Arabic Named Entity Recognition Transliteration with Deep Learning
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Special Track on Recommender Systems
Special Track on Security, Privacy and Trust in the Big Data and AI Age
Special Track on Semantic, Logics, Information Extraction and AI
Extract Semantic Pattern from Trolling Data
PDFModeling Procedural State Changes over Time with Probabilistic Soft Logic
PDFFrom Association to Reasoning, an Alternative to Pearls’ Causal Reasoning
PDFAutomatic Grammar Checkers to the Rescue of French L2 Object Clitics
PDFLearning Picture Languages Represented as Strings
PDFHow to Act? Reasoning with Conflicting Obligations
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Special Track on Spoken Language Processing and Conversational Systems
Special Track on Uncertain Reasoning
Tuning Logical Argumentation Frameworks: A Postulate-Derived Approach
PDFTransforming Conditional Knowledge Bases into Renaming Normal Form
PDFSocial Pooling of Beliefs and Values with Desirability
PDFOn the Correspondence between Abstract Dialectical Frameworks and Nonmonotonic Conditional Logics
PDFConstaint-Based Learning for Non-Parametric Continuous Bayesian Networks
PDFGeneralized Ranking Kinematics for Iterated Belief Revision
PDFContext-Based Inferences from Probabilistic Conditionals with Default Negation at Maximum Entropy
PDFLearning NAT-Modeled Bayesian Networks from Data
PDFAn Adaptive Model for Cognitive Reasoning
PDFHow to Avoid Weight Inconsistencies in Social Networks – an Entropy-Driven Approach –
PDFRepresentation of Indifference and Preference Ordering Between Random Variables by Coherent Upper and Lower Conditional Previsions Defined by Hausdorff Outer and Inner Measures
PDFUncertain Reasoning in Rule-Based Systems Using PRM
PDFMCMC-Based Learning of Finite Bivariate Beta Mixture Models
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