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Home / Proceedings / Proceedings of the Twenty- Seventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 2014) /

All Papers

General Conference

  • Preface

    William Eberle, Chutima Boonthum-Denecke

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  • Florida AI Research Society

    William Eberle, Chutima Boonthum-Denecke

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  • Conference Committees

    William Eberle, Chutima Boonthum-Denecke

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  • Invited Talk Abstracts

    William Eberle, Chutima Boonthum-Denecke

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Main Track

  • Linguistic Style and Social Historical Context: An Automated Linguistic Analysis of Mao Zedong’s Speeches

    Ying Duan, Nia M. Dowell, Arthur C. Graesser, Haiying Li

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  • Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification

    Patrick Donnelly, John Sheppard

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  • Combining Knowledge and Corpus-based Measures for Word-to-Word Similarity

    Dan Stefanescu, Vasile Rus, Nobal Bikram Niraula, Rajendra Banjade

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  • Pharaoh: Conceptual Blending of Cognitive Scripts for Computationally Creative Agents

    Rania Hodhod, Brian Magerko

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  • BAM Learning in High Level of Connection Sparseness

    Christophe Tremblay, Sylvain Chartier

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  • Differential Neighborhood Selection In Memory-Based Group Recommender Systems

    Nadia A Najjar, David C Wilson

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  • Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context

    Vivek V. Datla, King-Ip Lin, Max Louwerse

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  • Combining Feature Selection and Ensemble Learning for Software Quality Estimation

    Kehan Gao, Taghi M. Khoshgoftaar, Randall Wald

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  • Scene Blocking Utilizing Forces

    Christine Talbot, G. Michael Youngblood

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  • How to Improve Multi-Agent Recommendations Using Data from Social Networks?

    Fabiana Lorenzi, Bruno Fontanella, Edson Prestes, Andre Peres

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  • An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress

    Inderjeet Singh Dogra, Ziad Kobti

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  • Assessing Impacts of a Power User Attack on a Matrix Factorization Collaborative Recommender System

    Carlos E. Seminario, David C. Wilson

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  • Action Classification Using Sequence Alignment and Shape Context

    Sultan Almotairi, Eraldo Ribeiro

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  • The Author Perspective Model for Classifying Deontic Modality in Events

    David Bracewell, David Hinote, Sean Monahan

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  • SemMemDB: In-Database Knowledge Activation

    Yang Chen, Milenko Petrovic, Micah Clark

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  • Analyzing the Effect of Communicative Evidence in a Bayesian System for Grouped Bar Chart Message Recognition

    Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz

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  • A New Dimension Division Scheme for Heterogeneous Multi-Population Cultural Algorithm

    Mohammad R. Raeesi N., Joshua Chittle, Ziad Kobti

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  • Strategy Mining

    Xiaoxi Xu, David Jensen, Edwina L. Rissland

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  • Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning

    Priscilla Koch Wagner, Sarajane Marques Peres, Renata Cristina Barros Madeo, Clodoaldo Aparecido de Moraes Lima, Fernando de Almeida Freitas

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  • Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures

    Daniele Codetta-Raiteri, Luigi Portinale, Roberta Terruggia

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  • New Bounds on False-Name Manipulations in Weighted Voting Games

    Ramoni O. Lasisi, Vicki H. Allan

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Affective Computing

  • Sentiment Analysis Using Dependency Trees and Named-Entities

    Ugan Yasavur, Jorge Travieso, Christine Lisetti, Naphtali David Rishe

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  • Special Track on Affective Computing

    Gerald M. Knapp, Sidney D’Mello

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  • Toward Building Automatic Affect Recognition Machine Using Acoustics Features

    Andreas H. Marpaung, Avelino Gonzalez

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  • Using Affect Awareness to Modulate Task Experience: A Study Amongst Pre-elementary School Kids

    Vivek Pai, Raja Sooriamurthi

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  • Affect Intensity Estimation Using Multiple Modalities

    Amol S Patwardhan, Gerald M Knapp

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  • Using Remote Heart Rate Measurement for Affect Detection

    Hamed Monkaresi, Sazzad Hussain, Rafael Calvo

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Applications of Artificial Intelligence in Business

  • Special Track on Applications of Artificial Intelligence in Business Applications

    Rachel Green, Chayan Chakrabarti, Philip McCarthy

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  • Machine Learning to Improve a Document Pipeline

    Scott A. Wallace, Bhadresh Patel, Landon Kryger, Susan Seley

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  • Two-Stage Stock Portfolio Construction: Correlation Clustering and Genetic Optimization

    Sachin R. Joglekar

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  • Characterizing Latent User Interests on Enterprise Networks

    Benjamin Priest, Kevin M. Carter

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  • Semantic Content Enrichment of Sensor Network Data for Environmental Monitoring

    Dustin R. Franz, Ricardo A. Calix

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Applied Natural Language Processing

  • Automated Classification of Stance in Student Essays: An Approach Using Stance Target Information and the Wikipedia Link-Based Measure

    Adam Faulkner

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  • Common and Common-Sense Knowledge Integration for Concept-Level Sentiment Analysis

    Erik Cambria, Newton Howard

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  • Special Track on Applied Natural Language Processing

    Fazel Keshtkar, Chutima Boonthum-Denecke,

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  • Opportunities and Challenges in Semantic Similarity

    Vasile Rus

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  • A Bilingual Analysis of Cohesion in a Corpus of Leader Speeches

    Lubna Shala, Vasile Rus, Arthur C. Graesser

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  • Comparison of Google Translation with Human Translation

    Haiying Li, Arthur C. Graesser, Zhiqiang Cai

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  • Mining Named Entity Translation from Non Parallel Corpora

    Rahma Sellami, Fatiha Sadat, Lamia Hadrich Belguith

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  • Multi-Document Summarization Using Graph-Based Iterative Ranking Algorithms and Information Theoretical Distortion Measures

    Borhan Samei, Borhan Samei, Marzieh Estiagh, Marzieh Eshtiagh, Fazel Keshtkar, Sattar Hashemi, Sattar Hashemi

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  • Semantic Feature Representation to Capture News Impact

    Boyi Xie, Dingquan Wang, Rebecca J. Passonneau

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  • Temporal Referentials with Formal Semantic Representation

    Hee-Jin Ro, Antoine Blais

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  • Identifying Social Deliberative Behavior from Online Communication — A Cross-Domain Study

    Xiaoxi Xu, Tom Murray, Beverly Park Woolf, David A. Smith

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  • A Natural Language Conversational System for Online Academic Advising

    Edward M. Latorre-Navarro, John G. Harris

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  • Grammatical Facial Expressions Recognition with Machine Learning

    Fernando de Almeida Freitas, Sarajane Marques Peres, Clodoaldo Aparecido de Moraes Lima, Felipe Venâncio Barbosa

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  • The Use of Paraphrase Identification in the Retrieval of Appropriate Responses for Script Based Conversational Agents

    Jerome L. McClendon, Naja A. Mack, Larry F. Hodges

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  • HPSG Grammar for Arabic Coordination Experimented with LKB System

    Sirine Boukedi, Kais Haddar

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Artificial Intelligence in Games and Multimedia

  • Special Track on Artificial Intelligence in Games and Multimedia

    D. Michael Franklin

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  • Multi-Agent Artificial Intelligence in Pursuit Strategies: Breaking through the Stalemate

    D. Michael Franklin, Kevin L. Markley

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  • An Improved Dataset and Extraction Process for Starcraft AI

    Glen Robertson, Ian Watson

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  • BTT-Go: An Agent for Go that Uses a Transposition Table to Reduce the Simulations and the Supervision in the Monte-Carlo Tree Search

    Eldane Vieira Junior, Rita Maria Julia

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  • Adapting IRIS, a Non-Interactive Narrative Generation System, to an Interactive Text Adventure Game

    Matthew William Fendt, R. Michael Young

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Artificial Intelligence in Healthcare Informatics

  • Special Track on Artificial Intelligence in Healthcare Informatics

    Doug Talbert, Steve Talbert

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  • Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods

    Adam Page, J. T. Turner, Tinoosh Mohsenin, Tim Oates

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  • Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data

    Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano

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  • Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data

    David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano

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  • Towards Using Rule-Based Multi-agent System for the Early Detection of Adverse Drug Reactions

    Zina M. Ibrahim, Robbie Mallah, Richard J. B. Dobson

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  • Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction

    Che Ngufor, Janusz Wojtusiak, Andrea Hooker, Talha Oz, Jack Hadley

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Case-Based Reasoning

  • Special Track on Case-Based Reasoning

    Joseph Kendall-Morwick, Vahid Jalali

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  • An Ensemble Approach to Adaptation-Guided Retrieval

    Vahid Jalali, David Leake

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  • Learning Case Feature Weights from Relevance and Ranking Feedback

    Luc Lamontagne, Alexandre Bergeron Guyard

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Culture-Aware AI Systems

  • Special Track on Culture-Aware AI System

    Colette Faucher

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  • Representing and Reasoning about Cultural Contexts in Intelligent Learning Environments

    Phaedra Mohammed, Permanand Mohan

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  • Modeling the Salience of Socio-Cultural Identities in the System PSYMDEV

    Colette Faucher, Malika Machtoune

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Data Mining

  • Special Track on Data Mining

    David Bisant, William Eberle

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  • ERMO-DG: Evolving Region Moving Object Dataset Generator

    Berkay Aydin, Rafal Angryk, Karthik Ganesan Pillai

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  • Mitigating the Curse of Dimensionality for Exact kNN Retrieval

    Michael A. Schuh, Tim Wylie, Rafal A. Angryk

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  • Mining Contextual Preferences in Data Streams

    Jaqueline A. J. Papini, Allan Kardec S. Soares, Sandra de Amo

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  • SMART Electronic Legal Discovery Via Topic Modeling

    Clint Pazhayidam George, Sahil Puri, Daisy Zhe Wang, Joseph N. Wilson, William F. Hamilton

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  • Comparing Data Processing Frameworks for Scalable Clustering

    Sharanjit Kaur, Rakhi Saxena, Dhriti Khanna, Vasudha Bhatnagar

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  • A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification

    Maziyar Baran Pouyan, Rasoul Yousefi, Sarah Ostadabbas, Mehrdad Nourani

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  • Correlation-Based Refinement of Rules with Numerical Attributes

    Andre Melo, Martin Theobald, Johanna Völker

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  • Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm

    Caroline Gingles, M. Emre Celebi

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Intelligent Autonomous Systems

  • Special Track on Intelligent Autonomous Systems

    Roman Barták, David Obdržálek

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  • Probabilistic Failure Isolation for Cognitive Robots

    Dogan Altan, Sanem Sariel-Talay

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Intelligent Tutoring Systems

  • Special Track on Intelligent Tutoring Systems

    Rod Roscoe, James Segedy

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  • Steps Towards Adaptive Psychomotor Instruction

    Charles Amburn, Benjamin Goldberg, Keith Brawner

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  • Writing Quality, Knowledge, and Comprehension Correlates of Human and Automated Essay Scoring

    Rod D. Roscoe, Scott A. Crossley, Erica L. Snow, Laura K. Varner, Danielle S. McNamara

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  • Developing Component Scores from Natural Language Processing Tools to Assess Human Ratings of Essay Quality

    Scott Crossley, Danielle McNamara

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  • Emotional Rollercoasters: Day Differences in Affect Incidence during Learning

    Sidney D'Mello

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Robotics

  • Special Track on Robotics

    Rebecca Caldwell, LaVonne Manning

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  • On Autonomous Landing of AR.Drone: Hands-On Experience

    Roman Bartak, Andrej Hrasko, David Obdrzalek

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  • Effects of Wireless Signal Attenuation on Robot Team Performance

    Briana Wellman, Bradley Erickson, Tommy Suriel, Kamala Mayo, Tajh Phifer, Kriti Acharya

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  • Multi-Instance Active Learning with Online Labeling for Object Recognition

    Kimia Salmani, Mohan Sridharan

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  • Scan Matching for Graph SLAM in Indoor Dynamic Scenarios

    Jingchun Yin, Luca Carlone, Stefano Rosa, Muhammad Latif Anjum, Basilio Bona

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Semantic, Logics and Information Extraction in AI

  • Special Track on Semantic, Logics and Information Extraction in AI

    Christophe Jouis, Ismail Biskri, Adel Jebali, Anca Pascu

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  • Discursive Mining Viewpoints in Building Multi-Document Synthesized Sheets

    Olfa Makkaoui, Jean-Pierre Desclés, Marc Bertin, Christophe Jouis, Jean-Gabriel Ganascia

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  • Assuming Facts Are Expressed More Than Once

    Justin Betteridge, Alan Ritter, Tom Mitchell

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  • Toward a Computational Theory of Conceptual Metaphor

    Anca Christine Pascu, Tzu-Keng Fu, Jean-Pierre Descles

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  • Automatic Valency Derivation for Related Languages

    Natalia Klyueva, Vladislav Kubon

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  • Using Strong Lexical Association Extraction in an Understanding of Managers’ Decision Process

    Frédéric Simard, Ismaïl Biskri, Josée St-Pierre, Boucif Amar Bensaber

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  • Hybrid Intelligence for Semantics-Enhanced Networking Operations

    Bassem Mokhtar, Mohamed Eltoweissy

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  • Semantic Enrichments in Text Supervised Classification: Application to Medical Domain

    Shereen Albitar, Bernard Espinasse, Sébastien Fournier

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  • Streaming Fact Extraction for Wikipedia Entities at Web-Scale

    Morteza Shahriari Nia, Christan Grant, Yang Peng, Daisy Zhe Wang, Milenko Petrovic

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  • Towards a Mathematical and Computational Theory of Meaning in Natural Languages.

    Benoît Sauzay, Gaëll Guibert, Jean-Pierre Desclés

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Uncertain Reasoning

  • Special Track on Uncertain Reasoning

    Souhila Kaci, Matthias Thimm

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  • An Empirical Evaluation of Costs and Benefits of Simplifying Bayesian Networks by Removing Weak Arcs

    Parot Ratnapinda, Marek J. Druzdzel

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  • Factored Performance Functions with Structural Representation in Continuous Time Bayesian Networks

    Liessman Sturlaugson, John W. Sheppard

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  • Implementation of a Transformation System for Relational Probabilistic Knowledge Bases Simplifying the Maximum Entropy Model Computation

    Christoph Beierle, Markus Höhnerbach, Marcus Marto

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  • Observations on the Minimality of Ranking Functions for Qualitative Conditional Knowledge Bases and Their Computation

    Christoph Beierle, Rita Hermsen, Gabriele Kern-Isberner

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  • Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization

    Anthony Coutant, Philippe Leray, Hoel Le Capitaine

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  • Chained Path Evaluation for Hierarchical Multi-Label Classification

    Mallinali Ramírez-Corona, L. Enrique Sucar, Eduardo F. Morales

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  • A Novel Methodology for Processing Probabilistic Knowledge Bases Under Maximum Entropy

    Gabriele Kern-Isberner, Marco Wilhelm, Christoph Beierle

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Poster Abstracts

  • Poster Abstracts

    William Eberle, Chutima Boonthum-Denecke

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  • FLAIRS Poster Abstracts

    William Eberle, Chutima Boonthum-Denecke

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