All Papers
Main Track
Evaluating Spatial Generalization of Stacked Autoencoders in Wind Vector Determination
PDFUsing Neural Networks to Include Semantic Information into Classification
PDFMetaphor Detection by Deep Learning and the Place of Poetic Metaphor in Digital Humanities
PDFPeer Group Metadata-Informed LSTM Ensembles for Insider Threat Detection
PDFActive Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information
PDFSoybean Plant Disease Identification Using Convolutional Neural Network
PDFAssessing Persuasion in Argumentation through Emotions and Mental States
PDFLong Short Term Memory Based Models for Negation Handling in Tutorial Dialogues
PDFGAN-Based Realistic Face Pose Synthesis with Continuous Latent Code
PDFSequential Recognition of Pollen Grain Z-Stacks by Combining CNN and RNN
PDFUsing Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes
PDFLearning to Identify Known and Unknown Classes: A Case Study in Open World Malware Classification
PDFEfficient Real-Time Robot Navigation Using Incremental State Discovery Via Clustering
PDFDiscovering Effective Tutorial Strategies in Human Tutorial Sessions
PDFInformal Team Assignment in a Pursuit-Evasion Game
PDFMachine Learning from Observation to Detect Abnormal Driving Behavior in Humans
PDFPartial (Neighbourhood) Singleton Arc Consistency for Constraint Satisfaction Problems
PDFAlert Generation in Execution Monitoring Using Resource Envelopes
PDFAmigo: A Tool that Helps Consumer Decision Making in E-Commerce
PDFCharacterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories
PDFTowards Foundations of Agents Reasoning on Streams of Percepts
PDFHow Was Your Weekend? A Generative Model of Phatic Conversation
PDFLearning Behavior from Limited Demonstrations in the Context of Games
PDFImproved Manipulation Algorithms for District-Based Elections
PDFMaking Belnap’s “Useful 4-Valued Logic” Useful
PDFSpatiotemporal Associative Classification for Satellite Image Time Series
PDFImpact of Random Number Generation on Parallel Genetic Algorithms
PDF
Main Track Short Papers
Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data
PDFA Comparison of Reinforcement Learning Methodologies in Two-Party and Three-Party Negotiation Dialogue
PDFReal Time Tennis Match Tracking with Low Cost Equipment
PDFSkeletonScore: Guiding a Semantic Parser to Better Results by Example
PDFImproving Topic Model Visualization via Multi-Dimensional Scaling and Cliques
PDFA Survey of Group Decision Making Methods and Evaluation Techniques
PDFImproved Multi-Objective Binary Fish School for Feature Selection
PDFTree Structured Multimedia Signal Modeling
PDFPredicting Trouble Ticket Resolution
PDFDetecting Simpson’s Paradox
PDFCombining Qualitative and Quantitative Reasoning for Solving Kinematics Word Problems
PDFA Robot to Provide Support in Stigmatizing Patient-Caregiver Relationships
PDFWSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social Network
PDFConsensus Mining — A Guided Group Decision Process for the German Coalition Negotiations
PDFChinese Relation Classification via Convolutional Neural Networks
PDFNon-Linear Quest Generation
PDF
Special Track on Applied Natural Language Processing
Special Track on Applied Natural Language Processing
PDFSelf-Attention for Synopsis-Based Multi-Label Movie Genre Classification
PDFAmbiguity Aware Arabic Document Indexing and Query Expansion: A Morphological Knowledge Learning-Based Approach
PDFExploiting Textual and Citation Information to Identify and Summarize Influential Publications
PDF
Special Track on Applied Natural Language Processing Short Paper
Special Track on Artificial Intelligence for Big Social Data Analysis
Special Track on Artificial Intelligence for Big Social Data Analysis
PDFAspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks
PDFRefugee and Immigration: Twitter as a Proxy for Reality
PDFLocation-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election
PDF
Special Track on Artificial Intelligence for Big Social Data Analysis Short Paper
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia Short Paper
Special Track on Artificial Intelligence in Healthcare Informatics
Special Track on Artficial Intelligence in Healthcare Informatics
PDFDetecting Harmful Hand Behaviors with Machine Learning from Wearable Motion Sensor Data
PDFUsing Machine Learning to Facilitate the Delivery of Person Centered Care in Nursing Homes
PDFAiding Remote Diagnosis with Text Mining
PDFFraud Detection with a Limited Number of Known Fraudulent Medicare Providers
PDFCognitive Health Prediction on the Elderly Using Sensor Data in Smart Homes
PDF
Special Track on Autonomous Robots and Agents
Reasoning with Doxastic Attitudes in Multi-Agent Domains
PDFSpecial Track on Autonomous Robots and Agents
PDFSpecialization versus Re-Specialization: Effects of Hebbian Learning in a Dynamic Environment
PDFMaintaining Ad-Hoc Communication Network in Area Protection Scenarios with Adversarial Agents
PDFIntelligently Assisting Human-Guided Quadcopter Photography
PDFA Complete Coverage Algorithm for 3D Structural Inspection Using an Autonomous Unmanned Aerial Vehicle
PDFA Reinforcement Learning Approach to Autonomous Speed Control in Robotic Systems
PDF
Special Track on Autonomous Robots and Agents Short Paper
Special Track on Case-Based Reasoning
Feature Selection and Case-Based Reasoning for Survival Analysis in Bioinformatics
PDFSpecial Track on Case-Based Reasoning
PDFA Case-Based Reasoning Approach to Learning State-Based Behavior
PDFAn Optimal Footprint Method for Case-Base Maintenance
PDFThe Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors Algorithm
PDF
Special Track on Case-Based Reasoning Short Papers
Special Track on Data Mining
Special Track on Data Mining Short Paper
Special Track on Intelligent Learning Technologies
Special Track on Intelligent Learning Technologies Short Papers
Special Track on Recommender Systems
Special Track on Recommender Systems Short Papers
Context-Aware Mobile Recommendation By A Novel Post-Filtering Approach
PDFBetween Multi-Attribute Utility Decision Making and Recommender Systems: Transparent, Instantaneous, Local Recommendations for Sparse Data
PDFA Multi-Domain Analysis of Explanation-Based Recommendation using User-Generated Reviews
PDF
Special Track on Semantic, Logics, Information Extraction and AI
Special Track on Semantic, Logics, Information Extraction and Artificial Intelligence
PDFIncluding New Patterns to Improve Event Extraction Systems
PDFIntroducing Hypertension FACT: Vital Sign Ontology Annotations in the Florida Annotated Corpus for Translational Science
PDFA Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms
PDF
Special Track on Uncertain Reasoning
Special Track on Uncertain Reasoning
PDFReliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks
PDFA Matrix Approach for Weighted Argumentation Frameworks
PDFOn Looking for Invariant Operators in Argumentation Semantics
PDFComparing Approaches to Qualitative Data Mining
PDFAnalysis of Jeffrey’s Rule of Conditioning in an Imprecise Probabilistic Setting
PDFRecognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic Regression
PDFDecision Support Core System for Cancer Therapies Using ASP-HEX
PDF