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32nd FLAIRS Conference 2019: Sarasota, Florida, USA
- Roman Barták, Keith W. Brawner:
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019. AAAI Press 2019
Main Track
- Alexandra Clifford, Cassian Corey, John T. Holodnak:
An Empirical Evaluation of the Effect of Adversarial Labels on Classifier Accuracy Estimation. 2-7 - Takshak Desai, Dan I. Moldovan:
Towards Predicting Difficulty of Reading Comprehension Questions. 8-13 - Leopold E. Mayer, Kurt D. Krebsbach:
Front-to-Front Bidirectional Best-First Search Reconsidered. 14-19 - Benjamin Mitchell, John Sheppard:
Spatially Biased Random Forests. 20-25 - Özgür Lütfü Özçep, Felix Kuhr, Ralf Möller:
Influence-Based Independence. 26-31 - Parth Patel, Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar:
Productive and Profitable Cluster Hire. 32-37 - Ramesh Paudel, Peter Harlan, William Eberle:
Detecting the Onset of a Network Layer DoS Attack with a Graph-Based Approach. 38-43 - Ivan Petrovic, Smiljana Petrovic, Ileana Palesi, Anthony J. Calise:
Eliminating Sycophants to Improve Authorship Attribution. 44-49 - Bharat Prakash, Mohit Khatwani, Nicholas R. Waytowich, Tinoosh Mohsenin:
Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention. 50-55 - Jacob Russell, Eugene Santos:
Explaining Reward Functions in Markov Decision Processes. 56-61 - Eugene Santos, Clement Nyanhongo:
A Contextual-Based Framework for Opinion Formation. 62-67 - Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock:
Automatic Adaptation to Sensor Replacements. 68-73 - Shirin Shirvani, Manfred Huber:
Generative NNI Transformation Strategies in Binary Trees Using Reinforcement Learning. 74-79 - Robson D. A. Timoteo, Daniel C. Cunha, Paulo S. G. de Mattos Neto:
A Novel Combining-Based Method of Pool Generation for Ensemble Regression Problems. 80-85 - Josiah Wong, Avelino J. Gonzalez:
Learning Behavioral Memory Representations from Observation. 86-91 - Linrui Zhang, Dan Moldovan:
Classification of Semantic Relations between Pairs of Nominals Using Transfer Learning. 92-97 - Ran Zhao, Yuntian Deng, Mark Dredze, Arun Verma, David S. Rosenberg, Amanda Stent:
Visual Attention Model for Cross-Sectional Stock Return Prediction and End-to-End Multimodal Market Representation Learning. 98-103 - John Albury, Richard Wales, Annie S. Wu:
Improving File Compression Using Elementary Cellular Automata. 104-107 - Joseph Allen, Ahmed Moussa, Xudong Liu:
Human-in-the-Loop Learning of Qualitative Preference Models. 108-111 - Brian Cook, Manfred Huber:
Balanced k-Nearest Neighbors. 112-115 - Ayan Dutta, Asai Asaithambi, Vladimir Ufimtsev:
Distributed Coalition Formation with Heterogeneous Agents for Task Allocation. 116-119 - Ramla Ghali, Ange Tato, Roger Nkambou:
Using EEG Features and Machine Learning to Predict Gifted Children. 120-123 - Xudong Liu, Christian Fritz, Matthew Klenk:
An Extensible and Personalizable Multi-Modal Trip Planner. 124-127 - Ahmed Moussa, Xudong Liu:
Learning Optimal and Near-Optimal Lexicographic Preference Lists. 128-131 - Jesse Roberts, Douglas A. Talbert:
Biologically Extending the Gen 2 ANN Model. 132-135 - Kexuan Sun, Krishna Akhil Maddali, Shriraj Salian, T. K. Satish Kumar:
Top K Hypotheses Selection on a Knowledge Graph. 136-139 - Sawyer Welden, John A. Doucette:
Comparing Goodness of Fit of Preference Models. 140-143 - Yan Zhao, Eugene Santos:
Emergence in Multi-Agent Systems. 144-148
Special Track on Applied Natural Language Processing
- Luis Armona, José P. González-Brenes, Ralph Edezhath:
Beyond Word Embeddings: Dense Representations for Multi-Modal Data. 149-154 - Cristian Cardellino, Laura Alonso Alemany
, Milagro Teruel, Serena Villata, Santiago Marro:
Convolutional Ladder Networks for Legal NERC and the Impact of Unsupervised Data in Better Generalizations. 155-160 - Enis Alonso Berk, Elena Filatova:
Incendiary News Detection. 161-166 - Zacarias Curi, Alceu de Souza Britto Jr., Emerson Cabrera Paraiso:
Using Correlation for Labelset Selection in Multi-Label Classification of Users Reactions. 167-172 - Johanna Frau, Milagro Teruel, Laura Alonso Alemany
Different Flavors of Attention Networks for Argument Mining. 173-178 - Dipesh Gautam, Zhiqiang Cai, Vasile Rus:
Effect of Domain Corpus Size and LSA Vector Dimension: A Study in Assessing Student Generated Short Texts in Virtual Internships Without Participant Data. 179-184 - Kristy Hollingshead, Bonnie J. Dorr, Adam Dalton, Meg Barton:
Does Outrage Signal Cyber Attacks? Predicting "Bad Behavior" from Sentiment in Online Content. 185-190 - Lubomir Ivanov:
Learning Patterns of Assonance for Authorship Attribution of Historical Texts. 191-196 - Nabin Maharjan, Vasile Rus:
Towards Concept Map Based Free Student Answer Assessment. 197-202 - Diana Nicoleta Popa, Julien Perez, James Henderson, Éric Gaussier:
Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. 203-208 - Roberta Caroline Rodrigues Silva, Alcione de Paiva Oliveira, Alexandra Moreira:
Semantic Labeling of English Texts with Ontological Categories Employing Recurrent Networks. 209-214 - Mahsa Shafaei, Adrián Pastor López-Monroy, Thamar Solorio:
Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies. 215-220 - Gregory Moro Puppi Wanderley, Emerson Cabrera Paraiso:
Using Linguistic Context to Learn Folksonomies from Task-Oriented Dialogues. 221-226 - Mingzhi Yu, Diane J. Litman, Susannah Paletz:
Investigating the Relationship between Multi-Party Linguistic Entrainment, Team Characteristics and the Perception of Team Social Outcomes. 227-232 - Ashli Fain, Reva Freedman:
How Animacy and Information Status Determine Word Order in Translation of the Passive Voice. 233-236 - John Lee:
An Emotion Detection System for Cantonese. 237-240 - Roelant Ossewaarde, Roel Jonkers, Fedor Jalvingh, Roelien Bastiaanse:
Classification of Spontaneous Speech of Individuals with Dementia Based on Automatic Prosody Analysis Using Support Vector Machines (SVM). 241-244 - Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim:
Opinion Spam Detection with Attention-Based Neural Networks. 245-249
Special Track on Artificial Intelligence for Big Social Data
- Gabriel Castaneda, Paul Morris, Joseph D. Prusa, Taghi M. Khoshgoftaar:
Investigation of Maxout Activations on Convolutional Neural Networks for Big Data Text Sentiment Analysis. 250-256
Special Track on Artificial Intelligence in Games, Serious Games, and Multimedia
- Matthew Alvarez, Rebeca E. Amaya, Kyle A. Benko, Jordan T. Martin, Rainer Knauf, Klaus P. Jantke, Avelino J. Gonzalez:
Hello, Narratives: Character Development in Automated Narrative Generation. 257-263 - Hamdi Ben Abdessalem, Maher Chaouachi, Marwa Boukadida, Claude Frasson:
How Do Players' Eye Movements Relate to Their Excitement in a VR Adaptive Game? 264-269 - Edward T. Garcia, Stephen G. Ware, Lewis J. Baker:
Measuring Presence and Performance in a Virtual Reality Police Use of Force Training Simulation Prototype. 270-275 - Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
A Deep Reinforcement Learn-Based FIFA Agent with Naive State Representations and Portable Connection Interfaces. 276-281
Special Track on Artificial Intelligence for Internet of Things and Fab Labs/Makerspaces
- Arianit Maraj, Timothy Atkinson, Marius-Calin Silaghi:
Learning Strategies for Resisting Power Attacks on Wi-Fi Direct Group Formation. 282-286
Special Track on Artificial Intelligence in Healthcare Informatics
- Farzana Ahamed Bhuiyan, Md Bulbul Sharif, Paul Joshua Tinker, William Eberle, Douglas A. Talbert, Sheikh Khaled Ghafoor, Lewis J. Frey:
Gene Selection and Clustering of Breast Cancer Data. 287-292 - Anna Farzindar, Anirudh Kashi:
Multi-Task Survival Analysis of Liver Transplantation Using Deep Learning. 293-298 - Nathan Martindale, Gerald C. Gannod, Katherine M. Abbott, Kimberly Van Haitsma:
A Comparison of Three Recommender Strategies for Facilitating Person-Centered Care in Nursing Homes. 299-304 - Phillip Wallis, Padideh Danaee:
Learning Semantic Relationships from Medical Codes. 305-310 - Annie Wu, Xinliang Liu, Reamonn Norat:
A Genetic Algorithm Approach to Predictive Modeling of Medicare Payments to Physical Therapists. 311-317
Special Track on Autonomous Robots and Agents
- Chad Peters, Terrence C. Stewart, Robert L. West, Babak Esfandiari:
Dynamic Action Selection in OpenAI Using Spiking Neural Networks. 318-323 - Ayan Dutta, Amitabh Bhattacharya, O. Patrick Kreidl, Anirban Ghosh, Prithviraj Dasgupta:
Multi-Robot Informative Path Planning in Unknown Environments Through Continuous Region Partitioning. 324-328
Special Track on Case-Based Reasoning
- Ralph Bergmann, Mirko Lenz, Stefan Ollinger, Maximilian Pfister:
Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines. 329-334 - Viktor Eisenstadt, Klaus-Dieter Althoff:
What Is the Next Step? Supporting Architectural Room Configuration Process with Case-Based Reasoning and Recurrent Neural Networks. 335-340 - Devi Ganesan, Sutanu Chakraborti:
A Reachability-Based Complexity Measure for Case-Based Reasoners. 341-346 - Luigi Portinale:
Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning. 347-352 - Xiaomeng Ye:
C2C Trace Retrieval: Fast Classification Using Class-to-Class Weighting. 353-358 - Amar Jaiswal, Kerstin Bach, Ingebrigt Meisingset, Ottar Vasseljen:
Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - a Case-Based Reasoning Approach. 359-363
Special Track on Data Mining
- Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison of Online Anomaly Detection Algorithms. 364-369 - Mohamed Zakaria Kurdi:
Content-Dependent Versus Content-Independent Features for Gender and Age Range Identification in Different Types of Texts. 370-375 - Emma Lurie, Eni Mustafaraj:
Opening Up the Black Box: Auditing Google's Top Stories Algorithm. 376-381 - Sirisha Velampalli, Lenin Mookiah, William Eberle:
Discovering Suspicious Patterns Using a Graph Based Approach. 382-386 - Chad Calvert, Clifford Kemp, Taghi M. Khoshgoftaar, Maryam M. Najafabadi:
Detecting Slow HTTP POST DoS Attacks Using Netflow Features. 387-390 - Tamasha Malepathirana, Rashindrie Perera, Yasasi Abeysinghe, Yumna Albar, Uthayasanker Thayasivam:
Adaptation of Multivariate Concept to Multi-Way Agglomerative Clustering for Hierarchical Aspect Aggregation. 391-395
Special Track on Intelligent Learning Technologies
- Asma Ben Khedher, Imène Jraidi, Claude Frasson:
Predicting Learners' Performance Using EEG and Eye Tracking Features. 396-401 - Andrew J. Hampton, Vasile Rus, Frank Andrasik, Benjamin Nye, Art Graesser:
A Conversational Intelligent Agent for Career Guidance and Counseling. 402-407 - Blake Glueck, Chris Alvin:
Synthesis of Limit Problems for Single-Variable Calculus. 408-412
Special Track on Recommender Systems
- Himan Abdollahpouri, Robin Burke, Bamshad Mobasher:
Managing Popularity Bias in Recommender Systems with Personalized Re-Ranking. 413-418 - Felipe Soares Da Costa, Peter Dolog:
Convolutional Adversarial Latent Factor Model for Recommender System. 419-424 - Farzad Eskandanian, Bamshad Mobasher:
Modeling the Dynamics of User Preferences for Sequence-Aware Recommendation Using Hidden Markov Models. 425-430 - Behnam Rahdari, Chun-Hua Tsai, Peter Brusilovsky:
Expanding Controllability of Hybrid Recommender Systems: From Positive to Negative Relevance. 431-435
Special Track on Semantic, Logics, Information Extraction and AI
- Ismaïl Biskri
Flexible Approach for Computer-Assisted Reading and Analysis of Texts. 436-441 - Walid S. Saba:
On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum. 442-447 - Zahra Sarabi, Eduardo Blanco:
Identifying the Focus of Negation Using Discourse Structure. 448-452
Special Track on Uncertain Reasoning
- Alessandro Antonucci:
Reliable Discretization of Deterministic Equations in Bayesian Networks. 453-457 - Christoph Beierle, Steven Kutsch, Henning Breuers:
On Rational Monotony and Weak Rational Monotony for Inference Relations Induced by Sets of Minimal C-Representations. 458-463 - Marcel Gehrke, Tanya Braun, Ralf Möller:
Relational Forward Backward Algorithm for Multiple Queries. 464-469 - Gabriele Kern-Isberner, Tanja Bock, Christoph Beierle, Kai Sauerwald:
Axiomatic Evaluation of Epistemic Forgetting Operators. 470-475 - Safia Laaziz, Younes Zeboudj, Salem Benferhat, Faiza Haned:
Penalty Logic-Based Representation of C-Revision. 476-481 - Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi:
Linear Time and Space Algorithm for Computing all the Fagin-Halpern Conditional Beliefs Generated From Consonant Belief Functions. 482-487 - Jonathan Serrano-Pérez, Luis Enrique Sucar:
Hierarchical Classification With Bayesian Networks and Chained Classifiers. 488-493 - Marco Wilhelm
Integrating Typed Model Counting into First-Order Maximum Entropy Computations and the Connection to Markov Logic Networks. 494-499 - Cory J. Butz, André Lobo Teixeira, André E. dos Santos, Jhonatan de S. Oliveira:
On the Tree Structure of Deep Convolutional Sum-Product Networks. 500-503 - Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina E. Manfredotti:
Towards Interactive Causal Relation Discovery Driven by an Ontology. 504-508
Poster Abstracts
- Roman Barták, Keith Brawner:
FLAIRS-32 Poster Abstracts. 509-
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