Presentations and Authors


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Main Track

Leveraging Paraphrase Labels to Extract Synonyms from Twitter PDF
Maria Antoniak, Eric Bell, Fei Xia
The Risks of Introspection: A Quantitative Analysis of Influence Between Scientific Communities PDF
Václav Belák, Conor Hayes
Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases PDF
Salem Benferhat, Zied Bouraoui, Karim Tabia
On the Normalization of Interval-Based Possibility Distributions PDF
Salem Benferhat, Martine Ceberio, Vladik Kreinovich, Sylvain Lagrue, Karim Tabia
Using Multi-Agent Options to Reduce Learning Time in Reinforcement Learning PDF
Danielle M. Clement, Manfred Huber
Optimizing Question-Answering Systems Using Genetic Algorithms PDF
Ulysse Côté Allard, Richard Khoury, Luc Lamontagne, Jonathan Bergeron, François Laviolette, Alexandre Bergeron-Guyard
Computational Creativity in the Culinary Arts PDF
Erol Cromwell, Jonah Galeota-Sprung, Raghuram Ramanujan
A Topic-Based Search, Visualization, and Exploration System PDF
Christan Earl Grant, Clint Pazhayidam George, Virupaksha Kanjilal, Supriya Nirkhiwale, Joseph N. Wilson, Daisy Zhe Wang
Fast and Accurate Causal Inference from Time Series Data PDF
Yuxiao Huang, Samantha Kleinberg
The Shapley Value in Voting Games: Computing Single Large Party's Power and Bounds for Manipulation by Merging PDF
Ramoni O. Lasisi, Abibat A. Lasisi
Varying Social Cue Constellations Results in Different Attributed Social Signals in a Simulated Surveillance Task PDF
Emilio J. C. Lobato, Samantha F. Warta, Travis J. Wiltshire, Stephen M. Fiore
A Multiple-Play Bandit Algorithm Applied to Recommender Systems PDF
Jonathan Louedec, Max Chevalier, Josiane Mothe, Aurélien Garivier, Sébastien Gerchinovitz
ORPHEUS: Mental Simulation as Support for Decision-Making in a Virtual Agent PDF
Mihai Polceanu, Marc Parenthoën, Cédric Buche
Evolutionary Technique for Combinatorial Reverse Auctions PDF
Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui
Stability in Role Based Hedonic Games PDF
Matthew Spradling, Judy Goldsmith
Light-Weight versus Heavy-Weight Algorithms for SAC and Neighbourhood SAC PDF
Richard J. Wallace
The “Qua-Entities” Paradigm versus the Notion of “Role” in NKRL (Narrative Knowledge Representation Language) PDF
Gian Piero Zarri
Gender and Body Mass Index Classification Using a Microsoft Kinect Sensor PDF
Virginia Ortiz Andersson, Livia S. Amaral, Aline R. Tonini, Ricardo M. Araujo
Recommending Regulation Strategies PDF
Asma Ben Khedher, Claude Frasson
An Automated Approach to the Initialization of the Snakes Algorithm for the Detection of Swimbladder Regions in X-Ray Image Data PDF
Jodie Gray, Thomas Reichherzer, Melanie A Sutton, Jimmy Touma, Wayne Bennett
Fuzzy Contrast Improvement for Low Altitude Aerial Images PDF
Lawrence Nderu, Nicolas Jouandeau, Herman Akdag
A Simple Decomposition Scheme for Large Real World Qualitative Constraint Networks PDF
Michael Sioutis, Yakoub Salhi, Jean-Francois Condotta
A Flexible, Plugin-Based Smarthome Simulation Framework with Application to Navigational Intention Prediction PDF
John H. C. Staton, Manfred Huber
I Don’t Always Have Positive Attitudes, but When I Do It Is Usually About a Robot: Development of the Robot Perception Scale PDF
Samantha F. Warta
Semantic/Conceptual Annotation Techniques Making Use of the Narrative Knowledge Representation Language (NKRL) PDF
Gian Piero Zarri

Applications of Artificial Intelligence in Business

A Four-Factor Model for Mining Consumer Insights in Social Data PDF
David B. Bracewell

Applied Natural Language Processing

How Many Utterances Are Needed to Support Time-Offset Interaction? PDF
Ron Artstein, Anton Leuski, Heather Maio, Tomer Mor-Barak, Carla Gordon, David Traum
Using an Implicit Method for Coreference Resolution and Ellipsis Handling in Automatic Student Answer Assessment PDF
Rajendra Banjade, Vasile Rus, Nobal Bikram Niraula
English Generation from a Knowledge Base and Overly General Classes PDF
Vinay K. Chaudhri, Nikhil Dinesh, Eva Banik, Umangi Oza
Using a Genetic Algorithm Approach to Study the Impact of Imbalanced Corpora in Sentiment Analysis PDF
Lohann Ferreira, Mariza Dosciatti, Julio Nievola, Emerson Cabrera Paraiso
Dealing With Imbalanced Datasets For Coreference Resolution PDF
Evandro Brasil Fonseca, Renata Vieira, Aline Vanin
A Measure of Text Formality as a Human Construct PDF
Haiying Li, Qinyu Cheng, Arthur C. Graesser
Keyphrase Extraction and Grouping Based on Association Rules PDF
Xin Li, Fei Song
Multilabel Subject-Based Classification of Poetry PDF
Andres Lou, Diana Inkpen, Chris Tanasescu
Unsupervised Sumerian Personal Name Recognition PDF
Liang Luo, Yudong Liu, James Hearne, Clinton Burkhart
Combining Word Representations for Measuring Word Relatedness and Similarity PDF
Nobal Bikram Niraula, Dipesh Gautam, Rajendra Banjade, Nabin Maharjan, Vasile Rus
Automated Labelling of Dialogue Modes In Tutorial Dialogues PDF
Vasile Rus, Nobal Bikram Niraula, Nabin Maharjan, Rajendra Banjade
Cross Lingual Lexical Substitution Using Word Representation in Vector Space PDF
Mohamed A. Zahran, Hazem Raafat, Mohsen Rashwan
Classifying Salient Textual Entities in the Headlines and Captions of Grouped Bar Charts PDF
Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz
Mining of Conclusions of Student Texts for Automatic Assessment PDF
Samuel González-López, Aurelio López-López
Anomaly Detection in Text: The Value of Domain Knowledge PDF
Raksha Kumaraswamy, Anurag Wazalwar, Tushar Khot, Jude Shavlik, Sriraam Natarajan
Genre-Based Stages Classification for Polarity Analysis PDF
John Roberto, Maria Salamó, Maria Antònia Martí
Advanced Features of Collaborative Semantic Annotators — The 4A System PDF
Pavel Smrz, Jaroslav Dytrych
Graph Structured Semantic Representation and Learning for Financial News PDF
Boyi Xie, Rebecca J. Passonneau
Aspect-Level Sentiment Analysis Based on a Generalized Probabilistic Topic and Syntax Model PDF
Haochen Zhou, Fei Song

Artificial Intelligence and Cyber Security

Network Intrusion Detection Using a Hardware-Based Restricted Coulomb Energy Algorithm on a Cognitive Processor PDF
Mahdi H. Moghaddam, Ricardo A. Calix
A New Intrusion Detection Benchmarking System PDF
Richard Zuech, Taghi M. Khoshgoftaar, Naeem Seliya, Maryam M Najafabadi, Clifford Kemp

Artificial Intelligence Education

Adapting to Learners’ Mental States Using a Physiological Computing Approach PDF
Maher Chaouachi, Imène Jraidi, Claude Frasson
Computational Notebooks for AI Education PDF
Keith O'Hara, Douglas Blank, James Marshall
Identifying Content Patterns in Peer Reviews Using Graph-based Cohesion PDF
Laskhmi Ramachandran, Edward Gehringer

Artificial Intelligence for Big Social Data Analysis

Semantic Outlier Detection for Affective Common-Sense Reasoning and Concept-Level Sentiment Analysis PDF
Erik Cambria, Giuseppe Melfi
GECKA: Game Engine for Commonsense Knowledge Acquisition PDF
Erik Cambria, Dheeraj Rajagopal, Kenneth Kwok, Jose Sepulveda
ArsEmotica for arsmeteo.org: Emotion-Driven Exploration of Online Art Collections PDF
Viviana Patti, Federico Bertola, Antonio Lieto
Event Analysis in Social Media Using Clustering of Heterogeneous Information Networks PDF
Narumol Prangnawarat, Ioana Hulpus, Conor Hayes
Impact of Feature Selection Techniques for Tweet Sentiment Classification PDF
Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman
Hierarchical Fuzzy Spectral Clustering in Social Networks using Spectral Characterization PDF
Scott Wahl, John Sheppard
Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering PDF
Yunqing Xia, Nan Tang, Amir Hussain, Erik Cambria
Discovering Emotions in the Wild: An Inductive Method to Identify Fine-grained Emotion Categories in Tweets PDF
Jasy Liew Suet Yan

Artificial Intelligence in Games and Multimedia

Strategy Inference in Stochastic Games Using Belief Networks PDF
D. Michael Franklin

Artificial Intelligence in Healthcare Informatics

Selecting the Appropriate Ensemble Learning Approach for Balanced Bioinformatics Data PDF
David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano
Pooling SAX-BoP Approaches with Boosting to Classify Multivariate Synchronous Physiological Time Series Data PDF
Zhiguang Wang, Tim Oates

Autonomous Robots and Agents

Activity Monitoring and Prediction for Humans and NAO Humanoid Robots Using Wearable Sensors PDF
Saminda Abeyruwan, Faisal Sikder, Ubbo Visser, Dilip Sarkar
Safety in Multi-Agent Systems: Reputation Based on Dossier PDF
André P. Borges, Vanderson Botêlho, Osmar B. Dordal, Bráulio C. Ávila, Edson E. Scalabrin
An Ontology-Based Domain Representation for Plan-Based Controllers in a Reconfigurable Manufacturing System PDF
Stefano Borgo, Amedeo Cesta, Andrea Orlandini, Alessandro Umbrico
Spanning Tree Partitioning Approach for Configuration Generation in Modular Robots PDF
Ayan Dutta, Raj Dasgupta, Jose Baca, Carl Nelson
Coordinating Robot Teams for Disaster Relief PDF
Mark Roberts, Thomas Apker, Benjamin Johnson, Bryan Auslander, Briana Wellman, David W. Aha
Camera-Based Localization and Stabilization of a Flying Drone PDF
Jan Skoda, Roman Bartak

Case-Based Reasoning

Case-Based Behavior Recognition in Beyond Visual Range Air Combat PDF
Hayley Borck, Justin Karneeb, Ron Alford, David W. Aha
Increasing the Runtime Speed of Case-Based Plan Recognition PDF
Michael Maynord, Swaroop Vattam, David W. Aha
Generalization of Workflows in Process-Oriented Case-Based Reasoning PDF
Gilbert Müller, Ralph Bergmann
Error Tolerant Plan Recognition: An Empirical Investigation PDF
Swaroop Vattam, David Aha, Michael W. Floyd

Data Mining

A Graph-Theoretic Clustering Methodology Based on Vertex-Attack Tolerance PDF
Jeffrey Borwey, Darla Ahlert, Tayo Obafemi-Ajayi, Gunes Ercal
Detecting Anomalies in Mobile Telecommunication Networks Using a Graph Based Approach PDF
Cameron Chaparro, William Eberle
Content of Annual Reports as a Predictor for Long Term Stock Price Movements PDF
John A. Doucette, Robin Cohen
Exploring Equivalence Metrics to Analyze Behavior in a Naked Mole Rat Colony PDF
Susan Imberman, Michael E. Kress, Dan McCloskey
Discovering Suspicious Behavior Using Graph-Based Approach PDF
Lenin Mookiah, William Eberle, Larry Holder
A Probabilistic Approach to Aggregating Anomalies for Unsupervised Anomaly Detection with Industrial Applications PDF
Tomas Olsson, Anders Holst
Survey of Crime Analysis and Prediction PDF
Lenin Mookiah, William Eberle, Ambareen Siraj
Using Subgroup Discovery Metrics to Mine Interesting Subgraphs PDF
Russ Neely, Zach Cleghern, Douglas A. Talbert
Data Preprocessing via Polynomial Fitting to Improve Clustering of Spoken Arabic Digits PDF
Imad Rahal, Preston Hardy, Kelsey Weiers
Incremental Mining of Frequent Sequences in Environmental Sensor Data PDF
Carlos Roberto Silveira Junior, Danilo Codeco Carvalho, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro

Intelligent Learning Technologies

Improving Large-Scale Assessment Tests by Ontology Based Approach PDF
Vinu E.V, P Sreenivasa Kumar
Improving Classification of Natural Language Answers to ITS Questions with Item-Specific Supervised Learning PDF
Benjamin D. Nye, Mustafa Hajeer, Zhiqiang Cai
A Constraint-Based Expert Modeling Approach for Ill-Defined Tutoring Domains PDF
Angela Woods, Brian Stensrud, Robert Wray, Joshua Haley, Randolph Jones
The Impact of Anomalous Information, Personality, and Motivation on Self- Regulatory Processes in a Multimedia Vicarious Learning Environment PDF
Jeremiah Sullins, Xiangen Hu
Are You Asking the Right Questions: The Use of Animated Agents to Teach Learners to Become Better Question Askers PDF
Jeremiah Sullins, Danielle McNamara, Samuel Acuff, Daniel Neely, Eric Hildebrand, Grant Stewart, Xiangen Hu

Recommender Systems

XPLODIV: An Exploitation-Exploration Aware Diversification Approach for Recommender Systems PDF
Andrea Barraza-Urbina, Benjamin Heitmann, Conor Hayes, Angela Carrillo-Ramos
Recommending Scientific Papers: Investigating the User Curriculum PDF
Jonathas Magalhães, Cleyton Souza, Evandro Costa, Joseana Fechine
Power of the Group Neighborhood in Memory-Based Group Recommender Systems PDF
Nadia A. Najjar, David C. Wilson
Disease Similarity Calculation on Simplified Disease Knowledge Base for Clinical Decision Support Systems PDF
Mai Omura, Yuka Tateishi, Takashi Okumura
Hypothetical Recommendation: A Study of Interactive Profile Manipulation Behavior for Recommender Systems PDF
James Schaffer, Tobias Hollerer, John O'Donovan
Mitigating Power User Attacks on a User-Based Collaborative Recommender System PDF
David C. Wilson, Carlos E. Seminario
PathMining: A Path-Based User Profiling Algorithm for Heterogeneous Graph-Based Recommender Systems PDF
Sangkeun Lee, Sanghyeb Lee, Byoung-hoon Park

Semantic, Logics, Information Extraction, and AI

Semantic Search for Arabic PDF
Aya M. Al-Zoghby, Khaled Shaalan
Brochette: Toward A Continuous Learning Platform for Knowledge Acquisition and Integration PDF
Ivan Berlocher, Seonho Kim, Tony Lee
Lattice Queries for Search and Data Exploration PDF
Boris Galitsky
Recognizing Documents versus Meta-Documents by Tree Kernel Learning PDF
Boris Galitsky, Nina Lebedeva
Analysis of Coordinating Constructions in a Dependency Treebank PDF
Vladislav Kubon, Marketa Lopatkova, Jiri Mirovsky
An Information-Theoretic Sentence Similarity Metric PDF
John G. Mersch, R. Raymond Lang

Uncertain Reasoning

A Software System for the Computation, Visualization, and Comparison of Conditional Structures for Relational Probabilistic Knowledge Bases PDF
Christoph Beierle, Steffen Kuche, Marc Finthammer, Gabriele Kern-Isberner
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection PDF
Christophe Gonzales, Séverine Dubuisson, Cristina Manfredotti
Multiple Iterated Belief Revision Without Independence PDF
Gabriele Kern-Isberner, Daniela Huvermann
On-Line Learning of Multi-Valued Decision Diagrams PDF
Jean-Christophe Magnan, Pierre-Henri Wuillemin
A New Approach to Probabilistic Belief Change PDF
Gavin B. Rens, Thomas Meyer
Uncertain Reasoning Using Time-Dynamic Markov Random Field for Sensor-Network Applications PDF
Shobhit Shakya, Jian Zhang
Hierarchical Beam Search for Solving Most Relevant Explanation in Bayesian Networks PDF
Xiaoyuan Zhu, Changhe Yuan
Determining Good Elimination Orderings with Darwinian Networks PDF
Cory James Butz, Jhonatan Souza Oliveira, André Evaristo dos Santos
Introducing Darwinian Networks (Invited Presentation) PDF
Cory James Butz