FLAIRS 2004 - PDF Preprint Papers

FLAIRS 2004

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FLAIRS
2004

239views Artificial Intelligence» more FLAIRS 2004»

Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm

14 years 1 months ago

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One important feature of the gene expression data is that the number of genes M far exceeds the number of samples N. Standard statistical methods do not work well when N < M. D...

ZhenQiu Liu, Dechang Chen

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Id	Views	Title	Status

1	239	Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm	claim
2	192	Random Subspacing for Regression Ensembles	claim
3	188	Intelligent Control of Closed-Loop Sedation in Simulated ICU Patients	claim
4	184	Backcalculation of Airport Flexible Pavement Non-Linear Moduli Using Artificial Neural Networks	claim
5	183	An Application of Neural Networks to Sequence Analysis and Genre Identification	claim
6	180	Towards Acquiring Case Indexing Taxonomies From Text	claim
7	178	Transductive LSI for Short Text Classification Problems	claim
8	175	Automatic Generation of Background Text to Aid Classification	claim
9	172	Cautious Cooperative Learning with Distributed Case-Based Reasoning	claim
10	168	A Computational Psycholinguistic Model of Natural Language Processing	claim
11	168	An Active Architecture for Managing Events in Pervasive Computing Environments	claim
12	165	Decision Tree Extraction from Trained Neural Networks	claim
13	162	Personalization Using Hybrid Data Mining Approaches in E-Business Applications	claim
14	161	Natural Language Generation and Discourse Context: Computing Distractor Sets from the Focus Stack	claim
15	160	Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID	claim
16	157	Characterizing Quality of Knowledge on Semantic Web	claim
17	157	The Optimality of Naive Bayes	claim
18	155	A Functional and Behavioral Knowledge-based Implementation for Intelligent Sensors/Actuators	claim
19	155	The Pedagogy of Artificial Intelligence: A Survey of Faculty Who Teach Introductory AI	claim
20	155	A Faster Algorithm for Generalized Multiple-Instance Learning	claim
21	154	Aperiodic Dynamics and the Self-Organization of Cognitive Maps in Autonomous Agents	claim
22	154	Invariance of MLP Training to Input Feature De-correlation	claim
23	153	Experience-Based Resource Description and Selection in Multiagent Information Retrieval	claim
24	153	Analysis of Rule Refinement Conflicts	claim
25	153	Semi-Supervised Sequence Classification with HMMs	claim
26	152	A Method Based on RBF-DDA Neural Networks for Improving Novelty Detection in Time Series	claim
27	149	Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining	claim
28	147	Case-Based Reasoning in Support of Intelligence Analysis	claim
29	146	Adaptive K-Means Clustering	claim
30	146	Developing Task Specific Sensing Strategies Using Reinforcement Learning	claim
31	146	Dynamic Agent-Ordering and Nogood-Repairing in Distributed Constraint Satisfaction Problems	claim
32	145	Adapting LSI for Fine-Grained and Multi-Level Document Comparison	claim
33	144	Highway Vehicle Classification by Probabilistic Neural Networks	claim
34	144	Combining Methods for Word Sense Disambiguation of WordNet Glosses	claim
35	143	VENUS: A System for Novelty Detection in Video Streams with Learning	claim
36	143	A Surveillance System based on Multiple Mobile Sensors	claim
37	143	A New Filtering Model towards an Intelligent Guide Agent	claim
38	143	Clustering Spatial Data in the Presence of Obstacles	claim
39	142	A Dialogue-Based Tutoring System for Beginning Programming	claim
40	141	Indirect Encoding Evolutionary Learning Algorithm for the Multilayer Morphological Perceptron	claim
41	140	State Space Reduction For Hierarchical Reinforcement Learning	claim
42	140	Satisfying Varying Retrieval Requirements in Case Based Intelligent Directory Assistance	claim
43	140	Blind Data Classification Using Hyper-Dimensional Convex Polytopes	claim
44	139	The Mobile Agents Integrated Field Test	claim
45	139	Use of Default Reasoning for Disambiguation Under Question Answering	claim
46	139	ABSURDIST II: A Graph Matching Algorithm and its Application to Conceptual System Translation	claim
47	139	Speaker Verification Using Speaker-Specific Prompts	claim
48	138	A New Algorithm for Singleton Arc Consistency	claim
49	137	Augmenting AI Coursework Through Undergraduate Research	claim
50	137	Sos: Accommodation on the Fly with ACCESS	claim
51	137	Context-Based Reasoning: A Revised Specification	claim
52	136	MultiDE: A Simple, Powerful Differential Evolution Algorithm for Finding Multiple Global Optima	claim
53	136	CSAA: A Distributed Ant Algorithm Framework for Constraint Satisfaction	claim
54	136	Building Hint Specifications in an NL Tutorial System for Mathematics	claim
55	135	Agent-based Players for a First-person Entertainment-based Real-time Artificial Environment	claim
56	133	Automatic Creation of Contextual Knowledge in Simulated Agents	claim
57	133	Justification of Customer Complaints using Emotional States and Mental Actions	claim
58	133	A Local Search/Constraint Propagation Hybrid for a Network Routing Problem	claim
59	130	Using Student Explanations as Models for Adapting Tutorial Dialogue	claim
60	130	Advancements and Trends in Medical Case-Based Reasoning: An Overview of Systems and System Development	claim
61	130	Constraint Processing with Reactive Agents	claim
62	129	Finding Partners to Form Information Sharing Networks in Open Multi-Agent Systems	claim
63	128	Towards a Linguistically Motivated Ontology of Motion: Situation Based Synsets of Motion Verbs	claim
64	127	Composing Affective Music with a Generate and Sense Approach	claim
65	125	Combining Global and Local Ontology handling in a Multiagent System	claim
66	125	Simulating Biological Motion Perception Using a Recurrent Neural Network	claim
67	125	Package Planning with Graphical Models	claim
68	125	Multimodal Function Optimization Using Local Ruggedness Information	claim
69	124	In-Depth Analysis of Similarity Knowledge and Metric Contributions to Recommender Performance	claim
70	124	Reasoning on Spatial Constraints over Regions	claim
71	123	Case-Agents: A Novel Architecture for Case-Based Agents	claim
72	122	Formation of Probabilistic Concepts through Observations Containing Discrete and Continuous Attributes	claim
73	121	Intermediate Consistencies by Delaying Expensive Propagators	claim
74	121	Splitting Ratios: Metric Details of Topological Line-Line Relations	claim
75	121	Concurrent Backtrack Search on DisCSPs	claim
76	120	Case-Based Approaches for Diagnosing Multiple Disorders	claim
77	120	About Norms and Causes	claim
78	120	(Dis)Belief Change and Feed-Back Loop	claim
79	119	Recurrent Neural Networks and Pitch Representations for Music Tasks	claim
80	119	Towards a Universal Web Wrapper	claim
81	119	A New Approach for Heterogeneous Hybridization of Constraint Satisfaction Search Algorithms	claim
82	119	Hidden Layer Training via Hessian Matrix Information	claim
83	118	Categorization Versus Logic in Category Conjunction: Towards a Model of Overextension	claim
84	115	PIModel: A Pragmatic ITS Model Based on Instructional Automata Theory	claim
85	115	An Empirical Study of Probability Elicitation Under Noisy-OR Assumption	claim
86	114	Cellular Automata Approach to Aircraft Corrosion Pit Growth	claim
87	113	Using Analytic CLP to Model and Analyze Hybrid Systems	claim
88	111	Context-Based Awareness in Group Work	claim
89	111	Physical Approximations for Urban Fire Spread Simulations	claim
90	111	Generating Tutorial Feedback with Affect	claim
91	111	Mining Bayesian Networks to Forecast Adverse Outcomes Related to Acute Coronary Syndrome	claim
92	111	Case-Based Bayesian Network Classifiers	claim
93	109	Typicality, Contextual Inferences and Object Determination Logic	claim
94	109	A Hybrid Approach To Pattern Classification Using Neural Networks and Defeasible Argumentation	claim
95	108	Iterative Improvement of Neural Classifiers	claim
96	108	Generating Tailored, Comparative Descriptions in Spoken Dialogue	claim
97	108	A Tool for Satisfiability-Based Commonsense Reasoning in the Event Calculus	claim
98	107	Interactive Refinement of a Knowledge Base	claim
99	106	Prototype Based Classifier Design with Pruning	claim
100	106	Spatiotemporal Novelty Detection Using Resonance Networks	claim
101	106	On the Pedagogically Guided Paper Recommendation for an Evolving Web-Based Learning System	claim
102	105	Mining On-line Sources for Definition Knowledge	claim
103	105	Knowledge-Based Constraint Satisfaction for Spatial Reasoning	claim
104	105	Computing Marginals with Hierarchical Acyclic Hypergraphs	claim
105	103	Product-based Causal Networks and Quantitative Possibilistic Bases	claim
106	103	Identifying Critical Factors in Case-Based Prediction	claim
107	102	Music Life Cycle Support through Ontologies	claim
108	102	Strategies For Fuzzy Inference within Classifier Systems	claim
109	102	Testing the Integrity of Non-monotonic Knowledge Bases Containing Semi-Normal Defaults	claim
110	100	Context-Based Representation of the Task/Method Paradigm	claim
111	100	Reasoning about Beliefs, Observability, and Information Exchange in Teamwork	claim
112	100	Knowledge Engineering of Creative Musical Expressions Using Carnatic Music Ideology	claim
113	98	Modeling Selective Perception of Complex, Natural Scenes	claim
114	98	Using Previous Experience for Learning Planning Control Knowledge	claim
115	98	Being as Informative as the User Wants: The Generation of Information Enriched Utterances	claim
116	96	Improved Situation Interpretation Metrics in Context-Based Reasoning Simulations	claim
117	95	The Power of Experience: On the Usefulness of Validation Knowledge	claim
118	91	A Theory for Convex Interval Relations including Unbounded Intervals	claim
119	91	Using HCI Experiments to Validate Intelligent Multimedia Cue Generation	claim
120	86	Satellite Data Exploitation Design Architecture	claim
121	84	Emotionally Intelligent Tutoring Systems (EITS)	claim
122	76	Mixed-Initiative Case Replay	claim
123	73	Structure Discovery from Sequential Data	claim

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