Presentations and Authors


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Frontmatter

Preface PDF
Keith Brawner, Vasile Rus

Main Track

Impact of Random Number Generation on Parallel Genetic Algorithms PDF
Vincent A. Cicirello
Sequential Recognition of Pollen Grain Z-Stacks by Combining CNN and RNN PDF
Amar Daood, Eraldo Ribeiro, Mark Bush
Long Short Term Memory Based Models for Negation Handling in Tutorial Dialogues PDF
Dipesh Gautam, Nabin Maharjan, Rajendra Banjade, Lasang Jimba Tamang, Vasile Rus
Using Spatio-Temporal Anomalies to Detect Abnormal Behaviour in Smart Homes PDF
Hans W. Guesgen, Dick Whiddett, Inga Hunter, Phoebe Elers, Caroline Lockhart, Amardeep Singh, Stephen Marsland
Learning to Identify Known and Unknown Classes: A Case Study in Open World Malware Classification PDF
Mehadi Hassen, Philip K. Chan
Informal Team Assignment in a Pursuit-Evasion Game PDF
David W. King, Jason M. Bindewald, Gilbert L. Peterson
Alert Generation in Execution Monitoring Using Resource Envelopes PDF
T. K. Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock
Improved Manipulation Algorithms for District-based Elections PDF
Ramoni O. Lasisi
Amigo: A Tool that Helps Consumer Decision Making in E-Commerce PDF
Fabiana Lorenzi, Andre Peres
Discovering Effective Tutorial Strategies in Human Tutorial Sessions PDF
Nabin Maharjan, Vasile Rus, Dipesh Gautam
Peer Group Metadata-Informed LSTM Ensembles for Insider Threat Detection PDF
Jason Matterer, Daniel LeJeune
Evaluating Spatial Generalization of Stacked Autoencoders in Wind Vector Determination PDF
Richard McAllister, John Sheppard
"How Was Your Weekend?" A Generative Model of Phatic Conversation PDF
Hannah Marie Morrison, Chris Martens
Towards Foundations of Agents Reasoning on Streams of Percepts PDF
Özgür L. Özcep, Ralf Möller
Learning Behavior from Limited Demonstrations in the Context of Games PDF
Brandon Packard, Santiago Ontanon
Using Neural Networks to Include Semantic Information into Classification PDF
Eduardo Ribeiro, Marcos Batista, Eraldo Ribeiro, Celia Barcelos
Efficient Real-Time Robot Navigation Using Incremental State Discovery Via Clustering PDF
Olimpiya Saha, Prithviraj Dasgupta
Spatiotemporal Associative Classification for Satellite Image Time Series PDF
Carlos Roberto Silveira Junior, Marilde T. Prado Santos, Marcela X. Ribeiro
GAN-Based Realistic Face Pose Synthesis with Continuous Latent Code PDF
Douglas M. Souza, Duncan D. Ruiz
Making Belnap's "Useful 4-Valued Logic" Useful PDF
Geoff Sutcliffe, Francis Jeffry Pelletier, Allen Hazen
Metaphor Detection by Deep Learning and the Place of Poetic Metaphor in Digital Humanities PDF
Chris Tanasescu, Vaibhav Kesarwani, Diana Inkpen
Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories PDF
Marcello Tomasini, Carmelo Bastos-Filho, Ronaldo Menezes
Assessing Persuasion in Argumentation through Emotions and Mental States PDF
Serena Villata, Sahbi Benlamine, Elena Cabrio, Claude Frasson, Fabien Gandon
Partial (Neighbourhood) Singleton Arc Consistency for Constraint Satisfaction Problems PDF
Richard J. Wallace
Soybean Plant Disease Identification Using Convolutional Neural Network PDF
Serawork Wallelign, Mihai Polceanu, Cédric Buche
Machine Learning from Observation to Detect Abnormal Driving Behavior in Humans PDF
Josiah Wong, Lauren Hastings, Kevin Negy, Avelino J. Gonzalez, Santiago Ontañón, Yi-Ching Lee
Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information PDF
Yanbing Xue, Milos Hauskrecht
Combining Qualitative and Quantitative Reasoning for Solving Kinematics Word Problems PDF
Savitha Sam Abraham, Sowmya S. Sundaram
A Survey of Group Decision Making Methods and Evaluation Techniques PDF
Badria Sulaiman Alfurhood, Marius C. Silaghi
SkeletonScore: Guiding a Semantic Parser to Better Results by Example PDF
Ritwik Bose, James Allen
Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data PDF
Charmgil Hong, Milos Hauskrecht
Improving Topic Model Visualization via Multi-Dimensional Scaling and Cliques PDF
King Ip (David) Lin, H Andrew Kim
Tree Structured Multimedia Signal Modeling PDF
Weicheng Ma, Kai Cao, Xiang Li, Peter Chin
Improved Multi-Objective Binary Fish School for Feature Selection PDF
Mariana Macedo, Carmelo Bastos-Filho, Ronaldo Menezes
A Robot to Provide Support in Stigmatizing Patient-Caregiver Relationships PDF
Michael J. Pettinati, Ronald C. Arkin
Real Time Tennis Match Tracking with Low Cost Equipment PDF
Mihai Polceanu, Andreea-Oana Petac, Hassan Ben Lebsir, Bruno Fiter, Cedric Buche
Predicting Trouble Ticket Resolution PDF
Kenneth R. Sample, Alan C. Lin, Brett J. Borghetti, Gilbert L. Peterson
Consensus Mining – A Guided Group Decision Process for the German Coalition Negotiations PDF
Klemens Schnattinger, Nadine Mueller, Heike Walterscheid
WSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social Network PDF
Kalyani Selvarajah, Amangel Bhullar, Ziad Kobti, Mehdi Kargar
Non-Linear Quest Generation PDF
Alex Stocker, Chris Alvin
A Comparison of Reinforcement Learning Methodologies in Two-Party and Three-Party Negotiation Dialogue PDF
Gang Xiao, Kallirroi Georgila
Detecting Simpson’s Paradox PDF
Chenguang Xu, Sarah M. Brown, Christan Grant
Chinese Relation Classification via Convolutional Neural Networks PDF
Linrui Zhang, Dan Moldovan

Special Track on Applied Natural Language Processing

Special Track on Applied Natural Language Processing PDF
Fazel Keshtkar, Chutima Boonthum-Denecke
Ambiguity Aware Arabic Document Indexing and Query Expansion: A Morphological Knowledge Learning-Based Approach PDF
Nadia Soudani, Ibrahim Bounhas, Sawssen Ben Babis
Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification PDF
Jonatas Wehrmann, Mauricio A. Lopes, Rodrigo C. Barros
Exploiting Textual and Citation Information to Identify and Summarize Influential Publications PDF
Mohamed A. Zahran, Amr Ebaid
Defining Forensic Authorship Attribution for Limited Samples from Social Media PDF
Robert H. Frye, David C. Wilson

Special Track on Artificial Intelligence for Big Social Data Analysis

Special Track on Artificial Intelligence for Big Social Data Analysis PDF
Eric Bell, Viviana Patti
Refugee and Immigration: Twitter as a Proxy for Reality PDF
Firas Mohammed Salh Aswad, Ronaldo Menezes
Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks PDF
Binh Thanh Do
Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election PDF
Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar
Emoji-word Network Analysis: Sentiments and Semantics PDF
Seyed M. Mahdi Seyednezhad, Halley Fede, Isaiah Herrera, Ronaldo Menezes

Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia

Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia PDF
Cédric Buche, D. Michael Franklin
Virtual Reality Game Adaptation Using Neurofeedback PDF
Hamdi Ben Abdessalem, Marwa Boukadida, Claude Frasson
Let Us Tell You a fAIble: Content Generation through Graph-Based Cognition PDF
Vera A. Kazakova, Lauren Hastings, Andres Posadas, Lucas C. Gonzalez, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez
Identifying Niche Stage in MMORPGs Using Ensemble Classifier PDF
Luiz Bernardo Martins Kummer, Julio Cesar Nievola, Emerson Cabrera Paraiso
On-line Agent Detection of Goal Changes PDF
Nathan Ball, Jason Bindewald, Gilbert Peterson

Special Track on Artificial Intelligence in Healthcare Informatics

Special Track on Artficial Intelligence in Healthcare Informatics PDF
Doug Talbert, Steve Talbert
Fraud Detection with a Limited Number of Known Fraudulent Medicare Providers PDF
Richard A. Bauder, Taghi M. Khoshgoftaar, Amri Napolitano
Using Machine Learning to Facilitate the Delivery of Person Centered Care in Nursing Homes PDF
Gerald C. Gannod, Katherine M. Abbott, Kimberly Van Haitsma, Nathan Martindale, Rachel A. Jennings, Chelsey N. Long
Aiding Remote Diagnosis with Text Mining PDF
Rebecca Hellström Karlsson, Vinutha Magal Shreenath, Sebastiaan Meijer
Cognitive Health Prediction on the Elderly Using Sensor Data in Smart Homes PDF
Ramesh Paudel, Kimberlyn Dunn, William Eberle, Danielle Chaung
Detecting Harmful Hand Behaviors with Machine Learning from Wearable Motion Sensor Data PDF
Lingfeng Zhang, Philip K Chan

Special Track on Autonomous Robots and Agents

Special Track on Autonomous Robots and Agents PDF
Roman Barták, David Obdržálek
A Reinforcement Learning Approach to Autonomous Speed Control in Robotic Systems PDF
Nima Aghli, Marco Carvalho
Intelligently Assisting Human-Guided Quadcopter Photography PDF
Saif Alabachi, Gita Sukthankar
A Complete Coverage Algorithm for 3D Structural Inspection Using an Autonomous Unmanned Aerial Vehicle PDF
Venkat Garlapati, Prithviraj Dasgupta
Maintaining Ad-Hoc Communication Network in Area Protection Scenarios with Adversarial Agents PDF
Marika Ivanova, Pavel Surynek, Diep Thi Ngoc Nguyen
Specialization versus Re-Specialization: Effects of Hebbian Learning in a Dynamic Environment PDF
Vera A. Kazakova, Annie S. Wu
Reasoning with Doxastic Attitudes in Multi-Agent Domains PDF
Ben Wright, Enrico Pontelli
Inter-Agent Variation Improves Dynamic Decentralized Task Allocation PDF
Annie S. Wu, Cortney Riggs

Special Track on Case-Based Reasoning

Special Track on Case-Based Reasoning PDF
Stelios Kapetanakis, Michael W. Floyd
Feature Selection and Case-Based Reasoning for Survival Analysis in Bioinformatics PDF
Isabelle Bichindaritz, Charles Englebert, Angelina Regua, Leszek Kotula
A Case-Based Reasoning Approach to Learning State-Based Behavior PDF
Amrik Sacha Elapata Gunaratne, Babak Esfandiari, Ali Fawaz
An Optimal Footprint Method for Case-Base Maintenance PDF
Ditty Mathew, Sutanu Chakraborti
The Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors Algorithm PDF
Xiaomeng Ye
Content Selection for Time Series Summarization Using Case-Based Reasoning PDF
Neha Dubey, Sutanu Chakraborti, Deepak Khemani
A Case-Based Reasoning and Clustering Framework for the Development of Intelligent Agents in Simulation Systems PDF
Marcos R. B. Lucca, Alcides G. Lopes Junior, Edison P. Freitas, Luis A. L. Silva

Special Track on Data Mining

Special Track on Data Mining PDF
David Bisant, William Eberle
The Detection of Medicare Fraud Using Machine Learning Methods with Excluded Provider Labels PDF
Richard A. Bauder, Taghi M. Khoshgoftaar
Using A Personalized Anomaly Detection Approach with Machine Learning to Detect Stolen Phones PDF
Huizhong Hu, Philip K. Chan
Subgroup Discovery in Sequential Databases PDF
Rina Singh, Jeffery A. Graves, Douglas A. Talbert

Special Track on Intelligent Learning Technologies

Special Track on Intelligent Learning Technologies PDF
Benjamin Nye, Stephen Fancsali
Comparing Machine Learning Classification Approaches for Predicting Expository Text Difficulty PDF
Renu Balyan, Kathryn S. McCarthy, Danielle S. McNamara
Data Mining for Adaptive Instruction PDF
Alan S. Carlin, Chris Nucci, Evan Oster, Diana Kramer, Keith Brawner
Task-specific Language Modeling for Selecting Peer-written Explanations PDF
Eni Mustafaraj, Khonzoda Umarova, Franklyn Turbak, Sohie Lee
Predictive Models of User Performance for Marksmanship Training PDF
Mary Jean Blink, Ted Carmichael, Jennifer Murphy, Michael Eagle
Linkage Objects for Generalized Instruction in Coding (LOGIC) PDF
Ted Carmichael, Mary Jean Blink, John Stamper, Elizabeth Gieske
Improving Formative Feedback on Argument Graphs PDF
Nancy L. Green, Kevin Walker, Somya Agarwal
A Reading Recommendation System for ESL Learners Based on Linguistic Features PDF
Mohamed Zakaria Kurdi

Special Track on Recommender Systems

Special Track on Recommender Systems PDF
Nadia Najjar, Yong Zheng
Hybrid Learning Model with Barzilai-Borwein Optimization for Context-aware Recommendations PDF
Felipe Costa, Peter Dolog
Accurate and Diverse Recommendations Using Item-Based SubProfiles PDF
Mesut Kaya, Derek Bridge
Towards Bridging the Gap between Manufacturer and Users to Facilitate Better Recommendation PDF
Anbarasu Sekar, Sutanu Chakraborti
A Multi-Domain Analysis of Explanation-Based Recommendation using User-Generated Reviews PDF
Khalil Muhammad, Aonghus Lawlor, Barry Smyth
Between Multi-Attribute Utility Decision Making and Recommender Systems: Transparent, Instantaneous, Local Recommendations for Sparse Data PDF
James Schaffer, James Michaelis, Adrienne Raglin, Stephen Russell
Context-Aware Mobile Recommendation By A Novel Post-Filtering Approach PDF
Yong Zheng

Special Track on Semantic, Logics, Information Extraction and AI

Special Track on Semantic, Logics, Information Extraction and Artificial Intelligence PDF
Ismail Biskri, Vladislav Kubon, Anca Pascu
Including New Patterns to Improve Event Extraction Systems PDF
Kai Cao, Xiang Li, Weicheng Ma, Ralph Grishman
Introducing Hypertension FACT: Vital Sign Ontology Annotations in the Florida Annotated Corpus for Translational Science PDF
Amanda Hicks, William Hogan, Carl Pepine, Nathan Boire, Chloe Herring, Selja Seppälä
A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms PDF
Vinicius D. Valerio, Rodolfo M. Pereira, Yandre M. G. Costa, Diego Bertoini, Carlos N. Silla Jr.

Special Track on Uncertain Reasoning

Special Track on Uncertain Reasoning PDF
Karim Tabia, Mohand Said Allili
A Matrix Approach for Weighted Argumentation Frameworks PDF
Stefano Bistarelli, Alessandra Tappini, Carlo Taticchi
Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks PDF
Sabina Marchetti, Alessandro Antonucci
Comparing Approaches to Qualitative Data Mining PDF
Richard Niland, Christian Eichhorn, Gabriele Kern-Isberner
Analysis of Jeffrey's Rule of Conditioning in an Imprecise Probabilistic Setting PDF
Karim Tabia
Decision Support Core System for Cancer Therapies Using ASP-HEX PDF
Andre Thevapalan, Gabriele Kern-Isberner, Diana Howey, Christoph Beierle, Ralf Georg Meyer, Mathias Nietzke
On Looking for Invariant Operators in Argumentation Semantics PDF
Stefano Bistarelli, Francesco Santini, Carlo Taticchi
Recognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic Regression PDF
Ouiza Ouyed, Mohand Said Allili

Poster Abstracts

FLAIRS-31 Poster Abstracts PDF
Keith Brawner, Vasile Rus