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Home / Proceedings / Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference (FLAIRS 2019) /

All Papers

Main Track Short Papers

  • Learning Optimal and Near-Optimal Lexicographic Preference Lists

    Ahmed Moussa, Xudong Liu

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  • Biologically Extending the Gen 2 ANN Model

    Jesse Roberts, Douglas Talbert

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  • Top K Hypotheses Selection on a Knowledge Graph

    Kexuan Sun, Krishna Akhil Maddali, Shriraj Salian, T. K. Satish Kumar

    PDF
  • Comparing Goodness of Fit of Preference Models

    Sawyer Welden, John A. Doucette

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  • Emergence in Multi-Agent Systems

    Yan Zhao, Eugene Santos

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  • Improving File Compression Using Elementary Cellular Automata

    John Albury, Richard Wales, Annie S. Wu

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  • Human-in-the-Loop Learning of Qualitative Preference Models

    Joseph Allen, Ahmed Moussa, Xudong Liu

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  • Balanced k-Nearest Neighbors

    Brian Cook, Manfred Huber

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  • Distributed Coalition Formation with Heterogeneous Agents for Task Allocation

    Ayan Dutta, Emily University of North Florida Czarnecki, Asai Asaithambi, Vladimir Ufimtsev

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  • Using EEG Features and Machine Learning to Predict Gifted Children

    Ramla Ghali, Ange Tato, Roger Nkambou

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  • An Extensible and Personalizable Multi-Modal Trip Planner

    Xudong Liu, Christian Fritz, Matthew Klenk

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Main Track

  • Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention

    Bharat Prakash, Mohit Khatwani, Nicholas Waytowich, Tinoosh Mohsenin

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  • Visual Attention Model for Cross-Sectional Stock Return Prediction and End-to-End Multimodal Market Representation Learning

    Ran Zhao, Yuntian Deng, Mark Dredze, Arun Verma, David Rosenberg, Amanda Stent

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  • Classification of Semantic Relations between Pairs of Nominals Using Transfer Learning

    Linrui Zhang, Dan Moldovan

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  • Learning Behavioral Memory Representations from Observation

    Josiah Wong, Avelino J. Gonzalez

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  • A Novel Combining-Based Method of Pool Generation for Ensemble Regression Problems

    Robson D. A. Timoteo, Daniel C. Cunha, Paulo S. G. De Mattos Neto

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  • Generative NNI Transformation Strategies in Binary Trees Using Reinforcement Learning

    Shirin Shirvani, Manfred Huber

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  • Automatic Adaptation to Sensor Replacements

    Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock

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  • A Contextual-Based Framework for Opinion Formation

    Eugene Santos, Clement Nyanhongo

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  • Explaining Reward Functions in Markov Decision Processes

    Jacob Russell, Eugene Santos

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  • Eliminating Sycophants to Improve Authorship Attribution

    Ivan Petrovic, Smiljana Petrovic, Ileana Palesi, Anthony Calise

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  • Detecting the Onset of a Network Layer DoS Attack with a Graph-Based Approach

    Ramesh Paudel, Peter Harlan, William Eberle

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  • Productive and Profitable Cluster Hire

    Parth Patel, Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar

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  • Influence-Based Independence

    özgür L. özçep, Felix Kuhr, Ralf Möller

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  • Spatially Biased Random Forests

    Benjamin Mitchell, John Sheppard

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  • An Empirical Evaluation of the Effect of Adversarial Labels on Classifier Accuracy Estimation

    Alexandra Clifford, Cassian Corey, John T. Holodnak

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  • Front-to-Front Bidirectional Best-First Search Reconsidered

    Leopold E. Mayer, Kurt D. Krebsbach

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  • Towards Predicting Difficulty of Reading Comprehension Questions

    Takshak Desai, Dan I. Moldovan

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Special Track on Applied Natural Language Processing

  • Beyond Word Embeddings: Dense Representations for Multi-Modal Data

    Luis Armona, José P. González-Brenes, Ralph Edezhath

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  • Convolutional Ladder Networks for Legal NERC and the Impact of Unsupervised Data in Better Generalizations

    Cristian Cardellino, Laura Alonso Alemany, Milagro Teruel, Serena Villata, Santiago Marro

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  • Incendiary News Detection

    Enis Alonso Berk, Elena Filatova

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  • Using Correlation for Labelset Selection in Multi-Label Classification of Users Reactions

    Zacarias Curi, Alceu de Souza Britto Jr, Emerson Cabrera Paraiso

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  • Different Flavors of Attention Networks for Argument Mining

    Johanna Frau, Milagro Teruel, Laura Alonso Alemany, Serena Villata

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  • Effect of Domain Corpus Size and LSA Vector Dimension: A Study in Assessing Student Generated Short Texts in Virtual Internships Without Participant Data

    Dipesh Gautam, Zhiqiang Cai, Vasile Rus

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  • Does Outrage Signal Cyber Attacks? Predicting “Bad Behavior” from Sentiment in Online Content

    Kristy Hollingshead, Bonnie J. Dorr, Adam Dalton, Meg Barton

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  • Learning Patterns of Assonance for Authorship Attribution of Historical Texts

    Lubomir Ivanov

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  • Towards Concept Map Based Free Student Answer Assessment

    Nabin Maharjan, Vasile Rus

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  • Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations

    Diana Nicoleta Popa, Julien Perez, James Henderson, Eric Gaussier

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  • Semantic Labeling of English Texts with Ontological Categories Employing Recurrent Networks

    Roberta Caroline Rodrigues Silva, Alcione de Paiva Oliveira, Alexandra Moreira

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  • Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies

    Mahsa Shafaei, Adrián Pastor López-Monroy, Thamar Solorio

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  • Using Linguistic Context to Learn Folksonomies from Task-Oriented Dialogues

    Gregory Moro Puppi Wanderley, Emerson Cabrera Paraiso

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  • Investigating the Relationship between Multi-Party Linguistic Entrainment, Team Characteristics and the Perception of Team Social Outcomes

    Mingzhi Yu, Diane Litman, Susannah Paletz

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Special Track on Applied Natural Language Processing Short Papers

  • An Emotion Detection System for Cantonese

    John Lee

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  • Classification of Spontaneous Speech of Individuals with Dementia Based on Automatic Prosody Analysis Using Support Vector Machines (SVM)

    Roelant Ossewaarde, Roel Jonkers, Fedor Jalvingh, Roelien Bastiaanse

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  • Opinion Spam Detection with Attention-Based Neural Networks

    Zeinab Sedighi, Hossein Ebrahimpoor-Komleh, Ayoub Bagheri, Leila Kosseim

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  • How Animacy and Information Status Determine Word Order in Translation of the Passive Voice

    Ashli Fain, Reva Freedman

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Special Track on Artificial Intelligence for Big Social Data

  • Investigation of Maxout Activations on Convolutional Neural Networks for Big Data Text Sentiment Analysis

    Gabriel Castaneda, Paul Morris, Joseph D. Prusa, Taghi M. Khoshgoftaar

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

  • Hello, Narratives: Character Development in Automated Narrative Generation

    Matthew Alvarez, Rebeca E. Amaya, Kyle A. Benko, Jordan T. Martin, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez

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  • How Do Players’ Eye Movements Relate to Their Excitement in a VR Adaptive Game?

    Hamdi Ben Abdessalem, Maher Chaouachi, Marwa Boukadida, Claude Frasson

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  • Measuring Presence and Performance in a Virtual Reality Police Use of Force Training Simulation Prototype

    Edward T. Garcia, Stephen G. Ware, Lewis J. Baker

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  • A Deep Reinforcement Learn-Based FIFA Agent with Naive State Representations and Portable Connection Interfaces

    Matheus Prado Prandini Faria, Rita Maria Silva Julia, Lídia Bononi Paiva Tomaz

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Special Track on Artificial Intelligence for Internet of Things and Fab Labs/Makerspaces Short Paper

  • Learning Strategies for Resisting Power Attacks on Wi-Fi Direct Group Formation

    Arianit Maraj, Timothy Atkinson, Marius C. Silaghi

    PDF

Special Track on Artificial Intelligence in Healthcare Informatics

  • Gene Selection and Clustering of Breast Cancer Data

    Farzana Ahamed Bhuiyan, MD Bulbul Sharif, Paul Joshua Tinker, William Eberle, Douglas A. Talbert, Sheikh Khaled Ghafoor, Lewis Frey

    PDF
  • Multi-Task Survival Analysis of Liver Transplantation Using Deep Learning

    Atefeh (Anna) Farzindar, Anirudh Kashi

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  • A Comparison of Three Recommender Strategies for Facilitating Person-Centered Care in Nursing Homes

    Nathan Martindale, Gerald C. Gannod, Katherine M. Abbott, Kimberly Van Haitsma

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  • Learning Semantic Relationships from Medical Codes

    Phillip Wallis, Padideh Danaee

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  • A Genetic Algorithm Approach to Predictive Modeling of Medicare Payments to Physical Therapists

    Annie Wu, Xinliang Liu, Reamonn Norat

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Special Track on Autonomous Robots and Agents

  • Dynamic Action Selection in OpenAI Using Spiking Neural Networks

    Chad Peters, Terrence C. Stewart, Robert L. West, Babak Esfandiari

    PDF

Special Track on Autonomous Robots and Agents Short Paper

  • Multi-Robot Informative Path Planning in Unknown Environments Through Continuous Region Partitioning

    Ayan Dutta, Amitabh Bhattacharya, O. Patrick Kreidl, Anirban Ghosh, Prithviraj Dasgupta

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Special Track on Case-Based Reasoning

  • Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines

    Ralph Bergmann, Mirko Lenz, Stefan Ollinger, Maximilian Pfister

    PDF
  • What Is the Next Step? Supporting Architectural Room Configuration Process with Case-Based Reasoning and Recurrent Neural Networks

    Viktor Eisenstadt, Klaus-Dieter Althoff

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  • A Reachability-Based Complexity Measure for Case-Based Reasoners

    Devi Ganesan, Sutanu Chakraborti

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  • Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning

    Luigi Portinale

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  • C2C Trace Retrieval: Fast Classification Using Class-to-Class Weighting

    Xiaomeng Ye

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Special Track on Case-Based Reasoning Shofrt Paper

  • Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders – a Case-Based Reasoning Approach

    Amar Jaiswal, Kerstin Bach, Ingebrigt Meisingset, Ottar Vasseljen

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Special Track on Data Mining

  • Experimental Comparison of Online Anomaly Detection Algorithms

    Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen

    PDF
  • Content-Dependent Versus Content-Independent Features for Gender and Age Range Identification in Different Types of Texts

    M. Zakaria Kurdi

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  • Opening Up the Black Box: Auditing Google’s Top Stories Algorithm

    Emma Lurie, Eni Mustafaraj

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  • Discovering Suspicious Patterns Using a Graph Based Approach

    Sirisha Velampalli, Lenin Mookiah, William Eberle

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Special Track on Data Mining Short Papers

  • Detecting Slow HTTP POST DoS Attacks Using Netflow Features

    Chad Calvert, Clifford Kemp, Taghi Khoshgoftaar, Maryam Najafabadi

    PDF
  • Adaptation of Multivariate Concept to Multi-Way Agglomerative Clustering for Hierarchical Aspect Aggregation

    Tamasha Malepathirana, Rashindrie Perera, Yasasi Abeysinghe, Yumna Albar, Uthayasanker Thayasivam

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Special Track on Intelligent Learning Technologies

  • Predicting Learners’ Performance Using EEG and Eye Tracking Features

    Asma Ben Khedher, Imène Jraidi, Claude Frasson

    PDF
  • A Conversational Intelligent Agent for Career Guidance and Counseling

    Andrew Hampton, Vasile Rus, Frank Andrasik, Benjamin Nye, Art Graesser

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Special Track on Intelligent Learning Technologies Short Paper

  • Synthesis of Limit Problems for Single-Variable Calculus

    Blake Glueck, Chris Alvin

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Special Track on Recommender Systems

  • Managing Popularity Bias in Recommender Systems with Personalized Re-Ranking

    Himan Abdollahpouri, Robin Burke, Bamshad Mobasher

    PDF
  • Convolutional Adversarial Latent Factor Model for Recommender System

    Felipe Soares Da Costa, Peter Dolog

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  • Modeling the Dynamics of User Preferences for Sequence-Aware Recommendation Using Hidden Markov Models

    Farzad Eskandanian, Bamshad Mobasher

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Special Track on Recommender Systems Short Paper

  • Expanding Controllability of Hybrid Recommender Systems: From Positive to Negative Relevance

    Behnam Rahdari, Chun-Hua Tsai, Peter Brusilovsky

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Special Track on Semantic, Logics, Information Extraction and AI

  • Flexible Approach for Computer-Assisted Reading and Analysis of Texts

    Ismaïl Biskri, Mohamed Hassani

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  • On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum

    Walid Saba

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Special Track on Semantic, Logics, Information Extraction and AI Short Paper

  • Identifying the Focus of Negation Using Discourse Structure

    Zahra Sarabi, Eduardo Blanco

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Special Track on Uncertain Reasoning

  • Reliable Discretization of Deterministic Equations in Bayesian Networks

    Alessandro Antonucci

    PDF
  • On Rational Monotony and Weak Rational Monotony for Inference Relations Induced by Sets of Minimal C-Representations

    Christoph Beierle, Steven Kutsch, Henning Breuers

    PDF
  • Relational Forward Backward Algorithm for Multiple Queries

    Marcel Gehrke, Tanya Braun, Ralf Möller

    PDF
  • Axiomatic Evaluation of Epistemic Forgetting Operators

    Gabriele Kern-Isberner, Tanja Bock, Christoph Beierle, Kai Sauerwald

    PDF
  • Penalty Logic-Based Representation of C-Revision

    Safia Laaziz, Younes Zeboudj, Salem Benferhat, Faiza Haned

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  • Linear Time and Space Algorithm for Computing all the Fagin-Halpern Conditional Beliefs Generated From Consonant Belief Functions

    Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi

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  • Hierarchical Classification With Bayesian Networks and Chained Classifiers

    Jonathan Serrano-Pérez, Luis Enrique Sucar

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  • Integrating Typed Model Counting into First-Order Maximum Entropy Computations and the Connection to Markov Logic Networks

    Marco Wilhelm, Gabriele Kern-Isberner, Marc Finthammer, Christoph Beierle

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Special Track on Uncertain Reasoning Short Papers

  • On the Tree Structure of Deep Convolutional Sum-Product Networks

    Cory Butz, Andre Lobo Teixeira, Andre Dos Santos, Jhonatan Oliveira

    PDF
  • Towards Interactive Causal Relation Discovery Driven by an Ontology

    Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina Manfredotti

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Poster Abstracts

  • FLAIRS-32 Poster Abstracts

    Roman Barták, Keith Brawner

    PDF

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