Jianhua Chen

Affiliations:
  • Louisiana State University, Baton Rouge, LA, USA


According to our database1, Jianhua Chen authored at least 90 papers between 1990 and 2021.

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Bibliography

2021
Depression detection from sMRI and rs-fMRI images using machine learning.
J. Intell. Inf. Syst., 2021

Optimizing Multi-Stage Hydraulic Fracturing Treatments for Economical Production in Permian Basin Using Machine Learning.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Depression Detection Using Combination of sMRI and fMRI Image Features.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
Deep Distributional Temporal Difference Learning for Game Playing.
Proceedings of the Intelligent Systems in Industrial Applications, 2020

Depression Detection Using Atlas from fMRI Images.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
Mining the Highway-Rail Grade Crossing Crash Data: A Text Mining Approach.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Predicting Louisiana Public High School Dropout through Imbalanced Learning Techniques.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Depression Detection Using Feature Extraction and Deep Learning from sMRI Images.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

A Model-Agnostic Approach for Explaining the Predictions on Clustered Data.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018
Predicting Secondary Equity Offerings (SEOs) Using Machine Learning.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Feature Selection and Imbalanced Data Handling for Depression Detection.
Proceedings of the Brain Informatics - International Conference, 2018

2017
Application of artificial neural networks to wave load prediction for coastal bridges.
Proceedings of the 3rd International Conference on Communication and Information Processing, 2017

2016
Storm Surge Prediction for Louisiana Coast Using Artificial Neural Networks.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Properties of a new adaptive sampling method with applications to scalable learning.
Web Intell., 2015

A Scalable Boosting Learner Using Adaptive Sampling.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Boosting with Adaptive Sampling for Multi-class Classification.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014
Neural Network Implementation of a Mesoscale Meteorological Model.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

A Scalable Boosting Learner for Multi-class Classification Using Adaptive Sampling.
Proceedings of the Active Media Technology - 10th International Conference, 2014

2013
Object recognition by spectral feature derived from canonical shape representation.
Mach. Vis. Appl., 2013

Sampling Adaptively Using the Massart Inequality for Scalable Learning.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Predicting movie sales revenue using online reviews.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2012
Learning non-taxonomical semantic relations from domain texts.
J. Intell. Inf. Syst., 2012

Efficient photometric feature extraction in a hierarchical learning scheme for nodule detection.
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2012

Discovering Semantic Relations Using Prepositional Phrases.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Scalable Ensemble Learning by Adaptive Sampling.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Learning taxonomical relations from domain texts using WordNet and word sense disambiguation.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011
A New Method for Adaptive Sequential Sampling for Learning and Parameter Estimation.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Unsupervised semantic classification methods.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

2010
Service Science, Management and Engineering Education: A Unified Model for University.
Int. J. Serv. Sci. Manag. Eng. Technol., 2010

Transforms of pseudo-Boolean random variables.
Discret. Appl. Math., 2010

An Image Processing Tool for Efficient Feature Extraction in Computer-Aided Detection Systems.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Detecting Communities Using Social Ties.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

A Hierarchical Decision Engine for Computer Aided Lung Nodule Detection from CT Images.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009
Learning Terrorist Profiles by Optimization with Two Objectives.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009

Degree-based Approximate Sub-graph Matching for Social Network Analysis in Terrorist Detection.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009

Random forest for relational classification with application to terrorist profiling.
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Fabric Database and Fuzzy Logic Models for Evaluating Fabric Performance.
Proceedings of the Database Technologies: Concepts, 2009

2008
Formulas for approximating pseudo-Boolean random variables.
Discret. Appl. Math., 2008

Local Soft Belief Updating for Relational Classification.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

A New Spectral Feature for Shape Comparison.
Proceedings of the 2008 International Conference on Image Processing, 2008

Empirical Comparison of Greedy Strategies for Learning Markov Networks of Treewidth k.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Fuzzy Clustering and Iterative Relational Classification for Terrorist Profiling.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Fabric Database and Fuzzy Logic Models for Evaluating Fabric Performance.
Proceedings of the Handbook of Research on Fuzzy Information Processing in Databases, 2008

2007
Asymptotic Behavior of Linear Approximations of Pseudo-Boolean Functions.
J. Adv. Comput. Intell. Intell. Informatics, 2007

Graph-theoretic method for merging security system specifications.
Inf. Sci., 2007

Relative positioning for team robot navigation.
Auton. Robots, 2007

Comparison of Greedy Strategies for Learning Markov Networks of Treewidth k.
Proceedings of the 2007 International Conference on Machine Learning; Models, 2007

Matching Polygons Using Canonical String Representation.
Proceedings of the 2007 International Conference on Image Processing, 2007

Incremental Integration of Probabilistic Models Learned from Data.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Learning for Semantic Classification of Conceptual Terms.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Extraction of Non-hierarchical Relations from Domain Texts.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
Automatic acquisition of concepts from domain texts.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

2005
New bounds for randomized busing.
Theor. Comput. Sci., 2005

Efficient Learning of Pseudo-Boolean Functions from Limited Training Data.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Approximating Pseudo-Boolean Functions on Non-Uniform Domains.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2004
Learning hidden Markov models from the state distribution oracle.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

2003
Textual Information Retrieval with User Profiles Using Fuzzy Clustering and Inferencing.
Proceedings of the Intelligent Exploration of the Web, 2003

Rules and fuzzy rules in text: concept, extraction and usage.
Int. J. Approx. Reason., 2003

Fuzzy clustering and decision tree learning for time-series tidal data classification.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Online Data Mining in Franchising Supply Chain Management: A Demonstration in the Apparel Industry.
Proceedings of the 9th Americas Conference on Information Systems, 2003

2002
User profiles and fuzzy logic for web retrieval issues.
Soft Comput., 2002

An incremental learning algorithm for constructing Boolean functions from positive and negative examples.
Comput. Oper. Res., 2002

2001
Vocabulary mining for information retrieval: rough sets and fuzzy sets.
Inf. Process. Manag., 2001

2000
Learning rules from numerical data by combining geometric and graph-theoretic approach.
Robotics Auton. Syst., 2000

Combining Description Logics with Stratified Logic Programs in Knowledge Representation.
Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Combining fuzzy clustering and fuzzy inferencing in information retrieval.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

Integrating and Extending Fuzzy Clustering and Inferencing to Improve Text Retrieval Performance.
Proceedings of the Flexible Query Answering Systems, 2000

1999
Embedding prioritized circumscription in disjunctive logic programs.
J. Exp. Theor. Artif. Intell., 1999

A Class of Stratified Programs in Autoepistemic Logic of Knowledge and Belief.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

1998
A sound and complete proof theory for the generalized logic of only knowing.
J. Exp. Theor. Artif. Intell., 1998

Fuzzy logic or Lukasiewicz logic: A clarification.
Fuzzy Sets Syst., 1998

1997
The Generalized Logic of only Knowing (GOL) That Covers the Notion of Epistemic Specifications.
J. Log. Comput., 1997

A New Method of Circumscribing Beliefs: The Propositional Case.
Fundam. Informaticae, 1997

Embedding Prioritized Circumscription in Logic Programs.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

1996
A new class of theories for which circumscription can be obtained via the predicate completion.
J. Exp. Theor. Artif. Intell., 1996

Automatic Correlation and Calibration of Noisy Sensor Readings Using Elite Genetic Algorithms.
Artif. Intell., 1996

A Sound and Complete Fuzzy Logic System Using Zadeh's Implication Operator.
Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

1994
A refined semantics for disjunctive logic programs.
Methods Log. Comput. Sci., 1994

On the relationship between circumscription and well-founded semantics of logic programs.
Methods Log. Comput. Sci., 1994

Relating only knowing to minimal belief and negation as failure.
J. Exp. Theor. Artif. Intell., 1994

The Logic of Only Knowing as a Unified Framework for Non-Monotonic Reasoning.
Fundam. Informaticae, 1994

Application of Boolean expression minimization to learning via hierarchical generalization.
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994

1993
Minimal Knowledge + Negation as Failure = Only Knowing (Sometimes).
Proceedings of the Logic Programming and Non-monotonic Reasoning, 1993

1992
Distributed algorithms for locating centers and medians in communication networks.
Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992

The BLM semantics may be inconsistent.
Proceedings of the 30th Annual Southeast Regional Conference, 1992

1991
Learning by Discovering Problem Solving Heuristics Through Experience.
IEEE Trans. Knowl. Data Eng., 1991

Ordered seminormal default theories and their extensions.
J. Exp. Theor. Artif. Intell., 1991

The Strong Semantics for Logic Programs.
Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991

Optimization of the decision tree.
Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991

1990
A New and Simple Method for Explicit Computation of a Circumscription.
Proceedings of the GWAI-90, 1990


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