FLAIRS 2008 - PDF Preprint Papers

FLAIRS 2008

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FLAIRS
2008

265views Artificial Intelligence» more FLAIRS 2008»

Learning Dynamic Naive Bayesian Classifiers

13 years 7 months ago

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Hidden Markov models are a powerful technique to model and classify temporal sequences, such as in speech and gesture recognition. However, defining these models is still an art: ...

Miriam Martínez, Luis Enrique Sucar

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Id	Views	Title	Status

1	265	Learning Dynamic Naive Bayesian Classifiers	claim
2	259	Analyzing Dialog Coherence Using Transition Patterns in Lexical and Semantic Features	claim
3	224	A Causal Bayesian Network View of Reinforcement Learning	claim
4	203	Answer Set Programming on Expert Feedback to Populate and Extend Dynamic Ontologies	claim
5	188	Learning a Probabilistic Model of Event Sequences from Internet Weblog Stories	claim
6	185	A First-Order Bayesian Tool for Probabilistic Ontologies	claim
7	182	A Backward Adjusting Strategy and Optimization of the C4.5 Parameters to Improve C4.5's Performance	claim
8	180	QueSTS: A Query Specific Text Summarization System	claim
9	180	A Hybrid Machine Translation System for Typologically Related Languages	claim
10	179	Alignment of Heterogeneous Ontologies: A Practical Approach to Testing for Similarities and Discrepancies	claim
11	175	Conditional and Composite Constraints with Preferences	claim
12	174	Non-Rigid Image Registration	claim
13	170	Narratoria, an Authoring Suite for Digital Interactive Narrative	claim
14	162	On Using SVM and Kolmogorov Complexity for Spam Filtering	claim
15	157	Toward Markov Logic with Conditional Probabilities	claim
16	156	Selecting Minority Examples from Misclassified Data for Over-Sampling	claim
17	153	Towards Verification of Storyboards	claim
18	153	Reformulating Constraint Models for Classical Planning	claim
19	151	Longboard: A Sketch Based Intelligent Storyboarding Tool for Creating Machinima	claim
20	146	Multi-Prototype Concept and Object Typicality in Ontology	claim
21	146	Causal Reasoning with Contexts Using Dependent Types	claim
22	143	A Semantic Feature for Verbal Predicate and Semantic Role Labeling Using SVMs	claim
23	143	Combining Naive Bayes and Decision Tables	claim
24	142	Adapting Decision Trees for Learning Selectional Restrictions	claim
25	140	An Intelligent Tutoring Architecture for Simulation-Based Training	claim
26	140	Combining Heuristic Search with Hierarchical Task-Network Planning: A Preliminary Report	claim
27	139	Genetic Approach for Optimizing Ensembles of Classifiers	claim
28	139	Reasoning about Topological and Positional Information in Dynamic Settings	claim
29	136	A New Approach to Model-Based Diagnosis Using Probabilistic Logic	claim
30	135	Towards Formalization of ARD+ Conceptual Design and Refinement Method	claim
31	133	Humanoid Agents as Hosts, Advisors, Companions, and Jesters	claim
32	133	Reinforcement of Local Pattern Cases for Playing Tetris	claim
33	133	One-Pass Learning Algorithm for Fast Recovery of Bayesian Network	claim
34	133	Graph Grammars: An ITS Technology for Diagram Representations	claim
35	133	Diagnosing Natural Language Answers to Support Adaptive Tutoring	claim
36	132	Learning Continuous Action Models in a Real-Time Strategy Environment	claim
37	131	A New Approach to Heuristic Estimations for Cost-Based Planning	claim
38	131	Unsupervised Learning of General-Specific Noun Relations from the Web	claim
39	130	A Semantic Parser for Neuro-Degenerative Disease Knowledge Discovery	claim
40	130	Feeder Setup Optimization in SMT Assembly	claim
41	129	Automatic Question Pattern Generation for Ontology-based Question Answering	claim
42	127	A Semantic Method for Textual Entailment	claim
43	127	Learning in the Lexical-Grammatical Interface	claim
44	126	A Mixture Imputation-Boosted Collaborative Filter	claim
45	126	Categorizations and Annotations of Citation in Research Evaluation	claim
46	125	Contrast Pattern Mining with Gap Constraints for Peptide Folding Prediction	claim
47	124	Automatic Measurement of Syntactic Complexity Using the Revised Developmental Level Scale	claim
48	124	Using Genetic Programming to Increase Rule Quality	claim
49	124	Towards Getting Domain Knowledge: Plans Analysis through Investigation of Actions Dependencies	claim
50	124	Applicative and Combinatory Categorial Grammar: Analysis of the French Interrogative Sentences	claim
51	123	ARD+ Design and Visualization Tool-Chain Prototype in Prolog	claim
52	123	A Framework for Evaluating Semantic Knowledge in Problem-Solving-Based Intelligent Tutoring Systems	claim
53	122	On the Compilation of Possibilistic Default Theories	claim
54	121	Fuzzy Clustering Paradigm and the Shape-Based Image Retrieval	claim
55	121	Distance Metric Learning for Conditional Anomaly Detection	claim
56	120	Second-Order Risk Constraints	claim
57	119	Learning to Assess Low-Level Conceptual Understanding	claim
58	118	A Framework for Merging Qualitative Constraints Networks	claim
59	118	Visualization Techniques for the Evaluation of Knowledge Systems	claim
60	118	Using Contexts to Supervise a Collaborative Process	claim
61	118	An AI Model of Creativity	claim
62	117	Semi-Automatic Refinement and Assessment of Subgroup Patterns	claim
63	117	Preference-Based Default Reasoning	claim
64	116	Modelling Uniformity and Control during Knowledge Acquisition	claim
65	116	Unsupervised Approach for Selecting Sentences in Query-based Summarization	claim
66	115	Semantic Analysis of Association Rules	claim
67	115	State Space Compression with Predictive Representations	claim
68	115	On Applying Unit Propagation-Based Lower Bounds in Pseudo-Boolean Optimization	claim
69	111	Reasoning with Conditional Time-Intervals	claim
70	111	Combinators Introduction: An Algorithm	claim
71	111	Towards a Bridge between Cognitive Linguistics and Formal Ontology	claim
72	111	More or Less Elaborate	claim
73	110	Win, Lose, or Get Out the Way - Eliminating Unnecessary Evaluation in Game Search	claim
74	109	Incorporating Latent Semantic Indexing into Spectral Graph Transducer for Text Classification	claim
75	109	Evolutionary Learning of Dynamic Naive Bayesian Classifiers	claim
76	108	A Novel Prioritization Technique for Solving Markov Decision Processes	claim
77	108	Tractable Class of a Problem of Goal Satisfaction in Mutual Exclusion Network	claim
78	106	Distributed University Timetabling with Multiply Sectioned Constraint Networks	claim
79	106	Declarative Specification and Interpretation of Rule-Based Systems	claim
80	105	A New Emotional Architecture for Cognitive Tutoring Agents	claim
81	104	ARIDA: An Arabic Interlanguage Database and Its Applications: A Pilot Study	claim
82	103	Recovering from Inconsistency in Distributed Simple Temporal Networks	claim
83	103	Complementary Analysis of High-Order Association Patterns and Classification	claim
84	103	From Foundations to Current Work in a One Quarter Course on Artificial Intelligence	claim
85	103	A Case-Based Reasoning Approach to Imitating RoboCup Players	claim
86	101	Content-Learning Correlations in Spoken Tutoring Dialogs at Word, Turn, and Discourse Levels	claim
87	100	Belief Update Using Graphs	claim
88	98	Building Useful Models from Imbalanced Data with Sampling and Boosting	claim
89	97	Machine Learning to Predict the Incidence of Retinopathy of Prematurity	claim
90	97	Towards a Generic Infrastructure to Adjust the Autonomy of Soar Agents	claim
91	96	Small Models of Large Machines	claim
92	96	Leveraging Laptops: Resources for Low-Cost Low-Level AI	claim
93	95	Gender Differences across Correlated Corpora: Preliminary Results	claim
94	94	ThomCat: A Bayesian Blackboard Model of Hierarchical Temporal Perception	claim
95	94	CANDEL: An Algorithm for Same-Sentence Pronominal Resolution	claim
96	94	Neptune: A Mixed-Initiative Environment for Planning and Scheduling	claim
97	93	UServ Case Study, Conceptual Design with ARD+ Method	claim
98	92	Extending Nearest Neighbor Classification with Spheres of Confidence	claim
99	92	Using Latent Semantic Analysis to Explore Second Language Lexical Development	claim
100	91	The Categorial Annotation of Coordination in Arabic	claim
101	91	The Utility of Knowledge Transfer for Noisy Data	claim
102	88	Granular Logic with Variables for Implementation of Extended Tabular Trees	claim
103	88	Paraphrase Identification with Lexico-Syntactic Graph Subsumption	claim
104	88	Memory-Bounded D* Lite	claim
105	87	The Introspective Robot: Using Self-Prediction to Improve Robot Learning	claim
106	87	Stability of Coalitions in Belief-Based Non-Transferable Utility Games	claim
107	83	Dynamical Spatial Systems - A Potential Approach for the Application of Qualitative Spatial Calculi	claim
108	83	Automatic Retrieval of Definitions in Texts, in Accordance with a General Linguistic Ontology	claim
109	82	Problem Posing in AnimalWatch: An Interactive System for Student-Authored Content	claim
110	82	Unsupervised Discovery of Event Scenarios from Texts	claim
111	81	Temporal Representation and Reasoning for the Semantic Web	claim
112	80	Concept of an Interactive Web Portal for Teaching Prolog	claim
113	79	Multilingual Approach to e-Learning from a Monolingual Perspective	claim
114	79	Trialog: How Peer Collaboration Helps Remediate Errors in an ITS	claim
115	76	An Inference Mechanism for Point-Interval Logic	claim
116	73	Categorial Grammars, Combinatory Logic and the Korean Language Processing	claim
117	65	Planning for Welfare to Work	claim
118	63	Some Thoughts on Using Computers to Teach Argumentation	claim

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