Main Conference Papers
A Psychologically-Inspired Agent for Iterative Prisoner’s Dilemma | |
Rawad Al-Haddad, Gita Sukthankar |
Commonsense Inference in Dynamic Spatial Systems: Epistemological Requirements | |
Mehul Bhatt |
Heuristic Sequencing Crossover: Integrating Problem Dependent Heuristic Knowledge into a Genetic Algorithm | |
Vincent A. Cicirello |
A Reinforcement Learning Model for Economic Agent Specialization | |
Denton Cockburn, Ziad Kobti, Timothy A. Kohler |
Off to a Good Start: Using Clustering to Select the Initial Training Set in Active Learning | |
Rong Hu, Brian Mac Namee, Sarah Jane Delany |
Handling Concept Drift in a Text Data Stream Constrained by High Labelling Cost | |
Patrick Lindstrom, Sarah Jane Delany, Brian Mac Namee |
Meta-Prediction for Collective Classification | |
Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
Structured Motifs Identification in DNA Sequences | |
Yuridia P. Mejia, Ivan Olmos, Jesus A. Gonzalez |
Decision-Theoretic Simulated Annealing | |
Todd W. Neller, Christopher J. La Pilla |
Subgraph Isomorphism Detection with Support for Continuous Labels | |
Gerardo Perez, Ivan Olmos, Jesus A. Gonzalez |
Learning to Identify and Track Imaginary Objects Implied by Gestures | |
Andreya Piplica, Alexandra Olivier, Allison Petrosino, Kevin Gold |
Imitating Personalized Expressions in an Avatar through Machine Learning | |
Cassondra Puklavage, Alexander R. Pirela, Avelino J. Gonzalez, Michael Georgiopoulos |
An Empirical Examination of the Relation Between Attention and Motivation in Computer-Based Education: a Modeling Approach | |
Genaro Rebolledo-Mendez, Sara de Freitas, Jose Rafael Rojano-Caceres, Alma Rosa Garcia-Gaona |
Evaluating Multi-Agent Traffic Controllers | |
Crystal Redman, Adele Howe |
Segmentation of Bone Marrow Cell Images for Morphological Classification of Acute Leukemia | |
Carolina Reta, Leopoldo Altamirano, Jesus A. Gonzalez, Raquel Diaz, Jose S. Guichard |
A Supervised Method for Microcalcifications Detection using Breast Density | |
Gabriela A. Rodriguez, Jesus A. Gonzalez, Leopoldo Altamirano, Jose S. Guichard, Raquel Diaz |
Visual Object Detection using Frequent Pattern Mining | |
Yousuf Aboobaker Sait, Balaraman Ravindran |
Using Verbosity: Common Sense Data from Games with a Purpose | |
Robert Speer, Catherine Havasi, Harshit Surana |
Progress Towards Effective Automated Reasoning with World Knowledge | |
Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo |
A System for Relational Probabilistic Reasoning on Maximum Entropy | |
Matthias Thimm, Marc Finthammer, Sebastian Loh, Gabriele Kern-Isberner, Christoph Beierle |
Structured Value Elimination with D-Separation Analysis | |
Lionel Torti, Pierre-Henri Wuillemin |
CsMTL MLP For WEKA: Neural Network Learning with Inductive Transfer | |
Liangliang Tu, Benjamin Fowler, Daniel L. Silver |
Main Conference Posterrs
On the Episode Duration Distribution in Fixed-Policy Markov Decision Processes | |
Itamar Arel, Andrew S. Davis |
Timed Planning | |
Ajay Bansal, Neda Saeedloei, Gopal Gupta |
A Knowledge Engineering Methodology for Rapid Prototyping of Planning Applications | |
Luis Castillo, Juan Fdez-Olivares, Antonio González, Gonzalo Milla, David Prior, Lluvia Morales, José Figueroa, Víctor Pérez-Villar |
Image Re-Ranking Based on Relevance Feedback Combining Internal and External Similarities | |
Ricardo Omar Chávez García, Manuel Montes, Luis Enrique Sucar |
Ontology-Based Text Mining for Predicting Disease Outbreaks | |
Nicolae Dragu, Fouad Elkhoury, Takunari Miyazaki, Ralph A. Morelli, Nicolás di Tada |
Problem Space Analysis for Plan Library Generation and Algorithm Selection in Real-time Systems | |
Robert Holder |
Primitive Capabilities for Visual Perception | |
Sudharsan R. Iyengar |
Towards an Ensemble Framework for Assisting in Synthesis Tasks | |
Joseph Kendall-Morwick |
Rectangle Reasoning: A Qualitative Spatial Reasoning with Superposition | |
Shou Kumokawa, Kazuko Takahashi |
Partitioning Features for Model-based Clustering using Reversible Jump MCMC Technique | |
Younghwan Namkoong, Yongsung Joo, Douglas D. Dankel II |
The Readability of Helpful Product Reviews | |
Michael P. O'Mahony, Barry Smyth |
Handling of Numeric Ranges for Graph-Based Knowledge Discovery | |
Oscar E. Romero, Jesus A. Gonzalez, Lawrence B. Holder |
Toward Building a Course-Timetabling Decision-Support System | |
Anthony Wehrer, Jay Yellen |
AI, Cognitive Semantics, and Computational Linguistics Special Track
Direct Reported Speech in Multilingual Texts: Automatic Annotation and Semantic Categorization | |
Motasem Alrahabi, Jean-Pierre Desclés, Jungyeon Suh |
Coordination of Standard Arabic Subject Markers: Implementing the Agreement Asymmetries in the ACCG Framework | |
Ismaïl Biskri, Louisette Emirkanian, Adel Jebali |
Reasoning in Natural Language in using Combinatory Logic and Topology An example with aspect and temporal relations | |
Jean-Pierre Desclés |
French-Written Event Extraction Based on Contextual Exploration | |
Aymen Elkhlifi, Rim Faiz |
Inverting Semantic Structure Under Open Domain Opinion Mining | |
Boris Galitsky, Gabor Dobrocsi, Josep Lluis de la Rosa |
Explanation Versus Meta-Explanation: What Makes a Case More Convincing | |
Boris Galitsky, Josep Lluis de la Rosa, Boris Kovalerchuk |
Combining MT Systems Effectively | |
Petr Homola, Jernej Vičič |
Annotating Lexically Entailed Subevents for Textual Inference Tasks | |
Seohyun Im, James Pustejovsky |
Disambiguation of Textual Data Typification for the Purpose of Categorial Analysis | |
Adam Joly, Ismaïl Biskri, Boubaker Hamrouni |
Applied Natural Language Processing Special Track
Dynamic Effects of Task Type Practice on the Japanese EFL University Student's Writing: Text Analysis with Coh-Metrix | |
Kyoko Baba, Ryo Nitta |
Learning Collaborative Tasks on Textual User Interfaces | |
Nate Blaylock, William de Beaumont, Lucian Galescu, Hyuckchul Jung, James Allen, George Ferguson, Mary Swift |
Interlanguage Talk: What Can Breadth of Knowledge Features Tell Us about Input and Output Differences? | |
Scott Crossley, Danielle McNamara |
The Role of Local and Global Weighting in Assessing the Semantic Similarity of Texts Using Latent Semantic Analysis | |
Mihai Lintean, Cristian Moldovan, Vasile Rus, Danielle McNamara |
GPAT: A Genre Purity Assessment Tool | |
Philip Michael McCarthy |
Identifying Varietals in the Discourse of American and Korean Scientists: A Contrastive Corpus Analysis Using the Gramulator | |
Hyunsoon C. Min, Philip M McCarthy |
Semantic Methods for Textual Entailment: How Much World Knowledge is Enough? | |
Andrew J. Neel, Max Garzon |
Automatic Classification of Article Errors in L2 Written English | |
Aliva M. Pradhan, Aparna S. Varde, Jing Peng, Eileen M Fitzpatrick |
Learning Textual Graph Patterns to Detect Causal Event Relations | |
Bryan Rink, Cosmin Adrian Bejan, Sanda Harabagiu |
Toponym Disambiguation Using Events | |
Kirk Roberts, Cosmin Adrian Bejan, Sanda Harabagiu |
Morphological Analysis of Ill-Formed Arabic Verbs in Intelligent Language Tutoring Framework | |
Khaled Fouad Shaalan, Marwa Magdy, Aly Fahmy |
Towards A Computational Assessment of Freewriting Quality | |
Jennifer L. Weston, Scott A. Crossley, Danielle S. McNamara |
A Quantitative Assessment of SENSATIONAL with an Exploration of Its Applications | |
Wei Xiong, Min Song, Lori Watrous-deVersterre |
Summarization: Constructing an Ideal Summary and Evaluating a Student’s Summary Using LSA | |
Radhika Malladi, Irwin Levinstein, Chutima Boonthum, Joseph Magliano |
Enhancing Protocol Evaluation Through Semantic Modification of Local Benchmarks | |
Shravan Mylavarapu, Irwin Levinstein, Chutima Boonthum, Joseph Magliano, Keith Millis |
Artificial Intelligence Education Special Track
Python as a Vehicle for Teaching Natural Language Processing | |
Reva Freedman |
A Game Playing System for Use in Computer Science Education | |
James MacGlashan, Don Miner, Marie desJardins |
Using Robots in Undergraduate AI Courses at Small Universities | |
Kenneth Moorman, Dee Parks |
Recognizing American Sign Language Letters: A Machine Learning Experience in an Introductory AI Course | |
Ellen L. Walker |
Effects of Game Tournaments on Learning and Classroom Climate | |
Michael Wollowski, John Verkamp |
Case-Based Reasoning Special Track
Similarity Measures in Hierarchical Behaviours from a Structural Point of View | |
Gonzalo Florez-Puga, Belen Diaz-Agudo, Pedro Gonzalez-Calero |
Using Ontologies in Case-Based Activity Recognition | |
Stephen Knox, Lorcan Coyle, Simon Dobson |
Assumption-Based Reasoning for Multiagent Case-Based Recommender Systems | |
Fabiana Lorenzi, Francesco Ricci, Mara Abel, Ana L. C. Bazzan |
Cognition and AI Special Track
A Method of Analysis to Uncover Artefact-Communication Relationships | |
Nik Nailah Binti Abdullah, Helen C Sharp, Shinichi Honiden |
Affect and Mental Engagement: Towards Adaptability for Intelligent | |
Maher Chaouachi, Chalfoun Pierre, Imène Jraidi, Claude Frasson |
Testing the Attention Capacities of a Complex Auto-Adaptive System: A Stroop Task Simulation | |
Othalia Larue, Mickaël Camus, Pierre Poirier |
Performing Complex Associations Using a Feature-Extracting Bidirectional Associative Memory | |
Craig Leth-Steensen, Sylvain Chartier, Dominic Langlois, Marie-France Hebert |
Grounded Event-Based and Modal Representations for Objects, Relations, Beliefs, Etc. | |
Ryan James McCall, Stan Franklin, David Friedlander |
Data Mining Special Track
An Experimental Evaluation of Popular Image Parameters for Monochromatic Solar Image Categorization | |
Juan Banda, Rafal Angryk |
Large Data Sets, Conditional Entropy and the Cooper-Herskovitz Bayesian Score | |
Saaid Baraty, Dan A. Simovici |
On the Number of Clusters in Block Clustering Algorithms | |
Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta |
Correlating Shape and Functional Properties Using Decomposition Approaches | |
Daniel Dornbusch, Robert Haschke, Stefan Menzel, Heiko Wersing |
Using a Graph-Based Approach for Discovering Cybercrime | |
William Eberle, Lawrence Holder, Jeffrey Graves |
CMRULES: An Efficient Algorithm for Mining Sequential Rules Common to Several Sequences | |
Philippe Fournier-Viger, Usef Faghihi, Roger Nkambou, Engelbert Mephu Nguifo |
An Evaluation of Sampling on Filter-Based Feature Selection Methods | |
Kehan Gao, Taghi M. Khoshgoftaar, Jason Van Hulse |
Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions | |
Tarek Hamrouni, Sadok Ben Yahia, Engelbert Mephu Nguifo |
Fast Discovery of Relevant Subgroup Patterns | |
Florian Lemmerich, Mathias Rohlfs, Martin Atzmueller |
Incrementally Learning Rules for Anomaly Detection | |
Denis Petrussenko, Philip K. Chan |
Using Constraint Satisfaction for Learning Hypotheses in Inductive Logic Programming | |
Roman Bartak, Ondrej Kuzelka, Filip Zelezny |
Interactive Knowledge Frontier Discovery with COBWEB-KFD | |
Matt Honeycutt, Douglas Talbert, Steve Talbert |
Mining Actionable Patterns | |
Prabakararaj Swapna Raj, Ravindran Balaraman |
Games and Entertainment Special Track
Designer-Driven Intention Recognition in an Action-Adventure Game Using Fast Forward Bayesian Models | |
Kevin Gold |
Using Intelligent Agents to Build Navigation Meshes | |
D. Hunter Hale, G. Michael Youngblood, Nikhil Ketkar |
Improving Structural Knowledge Transfer with Parametric Adaptation | |
Tolga Konik, Kamal Ali, Daniel Shapiro, Nan Li, David J. Stracuzzi |
Applying Goal Driven Autonomy to a Team Shooter Game | |
Hector Munoz-Avila, David William Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux |
Reactive Teaming for Intelligent Game Characters | |
Frederick W. P. Heckel, G. Michael Youngblood, Nikhil S. Ketkar |
A Largest Common Subsequence-based Distance Measure for Classifying Player Motion Traces in Virtual Worlds | |
Nikhil S. Ketkar, G. Michael Youngblood |
A Destination Recommendation System for Virtual Worlds | |
Fahad Shah, Philip Bell, Gita Sukthankar |
An Effective and Efficient Real Time Strategy Agent | |
Kurt Weissgerber, Brett J. Borghetti, Gilbert L. Peterson |
Intelligent Tutoring Systems Special Track
Gamed-Based iSTART Practice: From MiBoard to Self-Explanation Showdown | |
Justin F. Brunelle |
A Model for Content Sequencing in Intelligent Tutoring Systems Based on the Ecological Approach and Its Validation Through Simulated Students | |
John Champaign, Robin Cohen |
Problem Solving by English Learners and English Primary Students in an Algebra Readiness ITS | |
Federico Cirett, Carole R. Beal |
MiBoard: A Digital Game from a Physical World | |
Kyle Dempsey, G. Tanner Jackson, Justin F. Brunelle, Michael Rowe, Danielle S. McNamara |
Expert Tutors Feedback Is Immediate, Direct, and Discriminating | |
Sidney D'Mello, Blair Lehman, Natalie Person |
Character Education Using Pedagogical Agents and Socratic Voice | |
Rania Hodhod, Daniel Kudenko, Paul Cairns |
Game Based Training for Fighter Pilots | |
Jeremy Ludwig, Robert Richards, Jeff Lovelace |
Computational Aspects of the Intelligent Tutoring System MetaTutor | |
Vasile Rus, Mihai Lintean, Roger Azevedo |
Search and Exploration in LinkedCourse | |
Christo Dichev, Darina Dicheva, Rob Drayton |
An Adaptive Training Prototype for Small Unmanned | |
Paula J. Durlach, Brandt W. Dargue |
Enhancing Learner Self-Esteem for Learning Improvements | |
Imène Jraidi, Maher Chaouachi, Claude Frasson |
Considering Ill-Definedness of Problems from the Aspect of Solution Space | |
Nguyen-Thinh Le, Wolfgang Menzel, Niels Pinkwart |
Uncertain Reasoning Special Track
Efficient Indexing for Recursive Conditioning Algorithms | |
Kevin Grant |
Local Importance Sampling in Multiply Sectioned Bayesian Networks | |
Karen H. Jin, Dan Wu |
Conditional Gaussian Probabilistic Decision Graphs | |
Jens Dalgaard Nielsen, Antonio Salmerón Cerdán |
Generalized Non-impeding Noisy-AND Trees | |
Yang Xiang |
A Surprise-Based Qualitative Probability Calculus II | |
Zina M. Ibrahim, Ahmed Tawfik, Alioune Ngom |
Towards a More Expressive Model for Dynamic Classification | |
Shengtong Zhong, Ana M. Martinez, Thomas D. Nielsen, Helge Langseth |