Publications and creative works by faculty in the Department of Computer Science, College of Science and Mathematics, are collected here.

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Submissions from 2004

Apriori Algorithm and Game-of-Life for Predictive Analysis in Materials Science, Aparna Varde, Makiko Takahashi, Elke A. Rundensteiner, Matthew O. Ward, Mohammed Maniruzzaman, and Richard D. Sisson (2004)

On Hierarchical Configuration of Distributed Systems on Mesh and Hypercube, Dajin Wang and Jiannong Cao (2004)

Efficient Regularized Least Squares Classification, Peng Zhang and Jing Peng (2004)

SVM Vs Regularized Least Squares Classification, Peng Zhang and Jing Peng (2004)

Adaptive Visualization Pipeline Decomposition and Mapping Onto Computer Networks, Michelle Zhu, Qishi Wu, Nageswara S.V. Rao, and S. Sitharama Iyengar (2004)

Submissions from 2003

A DFT-Based Algorithm for N-Order Singular State Space Systems, George Antoniou (2003)

On the Realization of Three Dimensional Lattice Discrete Systems, George Antoniou (2003)

Adaptive Policy Gradient in Multiagent Learning, Bikramjit Banerjee and Jing Peng (2003)

Adaptive Routing using Emergent Protocols in Wireless Ad Hoc Sensor Networks, Richard Brooks, Matthew Pirretti, Michelle Zhu, and S. Sitharama Iyengar (2003)

Distributed Adaptation Methods for Wireless Sensor Networks, Richard R. Brooks, Matthew Pirretti, Michelle Zhu, and S. Sitharama Iyengar (2003)

Including the Effect of Bit Errors, Hidden Nodes and Capture on the Performance of the HIPERLAN CAC Layer Protocol for Real-Time Traffic, Constantine Coutras (2003)

Kernel VA-Files for Relevance Feedback Retrieval, Douglas R. Heisterkamp and Jing Peng (2003)

Multi-Class Relevance Feedback Content-Based Image Retrieval, Jing Peng (2003)

Kernel Indexing for Relevance Feedback Image Retrieval, Jing Peng and Douglas R. Heisterkamp (2003)

LDA/SVM Driven Nearest Neighbor Classification, Jing Peng, Douglas R. Heisterkamp, and Ho Kwok Dai (2003)

Investigation of Spectral Screening Techniques for Independent Component Analysis Based Hyperspectral Image Processing, Stefan Robila (2003)

Further Results in the use of Independent Components Analysis for Target Detection in Hyperspectral Images, Stefan Robila and Pramod K. Varshney (2003)

Web-Based Data Mining for Quenching Analysis, Aparna Varde, Makiko Takahashi, Mohammed Maniruzzaman, and Richard D. Sisson (2003)

A Rectilinear-Monotone Polygonal Fault Block Model for Fault-Tolerant Minimal Routing in Mesh, Dajin Wang (2003)

On Optimal Hierarchical Configuration of Distributed Systems on Mesh and Hypercube, Dajin Wang and Jiannong Cao (2003)

Dimensionality Reduction using Kernel Pooled Local Discriminant Information, Peng Zhang, Jing Peng, and Carlotta Domeniconi (2003)

Submissions from 2002

Minimal State Space Realization for All-Pole and All-Zero Lattice Discrete 2D Filters, George Antoniou (2002)

On the Minimal State Space Realization for All-Pole and All-Zero Lattice Discrete 2-D Filters, George Antoniou (2002)

Transfer Function Computation for Multidimensional Systems, George Antoniou (2002)

Convergent Gradient Ascent in General-Sum Games, Bikramjit Banerjee and Jing Peng (2002)

Locally Adaptive Metric Nearest-Neighbor Classification, Carlotta Domeniconi, Jing Peng, and Dimitrios Gunopulos (2002)

Comparing Linear Discriminant Analysis and Support Vector Machines, Ibrahim Gokcen and Jing Peng (2002)

Evolution of Intelligence: Direct Modeling of Temporal Effects of Environment on a Global Absolute Scale Vs Statistics, H Mark Hubey (2002)

Adaptive Kernel Metric Nearest Neighbor Classification, Jing Peng, Douglas R. Heisterkamp, and Ho Kwok Dai (2002)

A Fast Source Separation Algorithm for Hyperspectral Image Processing, Stefan Robila and Pramod K. Varshney (2002)

Target Detection in Hyperspectral Images Based on Independent Component Analysis, Stefan Robila and Pramod K. Varshney (2002)

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ICA Mixture Model Based Unsupervised Classification of Hyperspectral Imagery, Chintan A. Shah, Manoj K. Arora, Stefan Robila, and Pramod K. Varshney (2002)

A Structure-Based Search Engine for Phylogenetic Databases, Huiyuan Shan, Katherine Herbert, W. H. Piel, D. Shasha, and J. T.L. Wang (2002)

MEDWRAP: Consistent View Maintenance Over Distributed Multi-Relation Sources, Aparna Varde and Elke A. Rundensteiner (2002)

Submissions from 2001

2-D Lattice Discrete Filters: Minimal Delay and State Space Realization, George Antoniou (2001)

Generalized One-Multiplier Lattice Discrete 2-D Filters: Minimal Circuit and State-Space Realization, George Antoniou (2001)

Fast Concurrent Reinforcement Learners, Bikramjit Banerjee, Sandip Sen, and Jing Peng (2001)

An Adaptive Metric Machine for Pattern Classification, Carlotta Domeniconi, Jing Peng, and Dimitrios Gunopulos (2001)

Adaptive Quasiconformal Kernel Metric for Image Retrieval, Douglas R. Heisterkamp, Jing Peng, and Ho Kwok Dai (2001)

Approximate Searching in Phylogenetic Databases, Katherine Herbert, Huiyuan Shan, and Jason T.L. Wang (2001)

Region-Based Image Retrieval using Probabilistic Feature Relevance Learning, Byoung Chul Ko, Jing Peng, and Hyeran Byun (2001)

A New Content-Based Image Retrieval System using Hand Gesture and Relevance Feedback, Byoungchul Ko, Jing Peng, and Hyeran Byun (2001)

A Multi-Class Relevance Feedback Approach to Image Retrieval, Jing Peng (2001)

Independent Feature Analysis for Image Retrieval, Jing Peng and Bir Bhanu (2001)

A Low-Cost Fault-Tolerant Structure for the Hypercube, Dajin Wang (2001)

Embedding Hamiltonian Cycles Into Folded Hypercubes with Faulty Links, Dajin Wang (2001)

Web Image Retrieval using Self-Organizing Feature Map, Qishi Wu, S. Sitharama Iyengar, and Michelle Zhu (2001)

Submissions from 2000

Transfer Function Computation for 3-D Discrete Systems, George Antoniou (2000)

Adaptive Target Recognition, Bir Bhanu, Yingqiang Lin, Grinnell Jones, and Jing Peng (2000)

Adaptive Integrated Image Segmentation and Object Recognition, Bir Bhanu and Jing Peng (2000)

Scheduling of Real-Time Traffic in IEEE 802.11 Wireless LANS, Constantine Coutras, Sanjay Gupta, and Ness B. Shroff (2000)

Analytical Modeling and Performance Evaluation of the HIPERLAN CAC Layer Protocol for Real-Time Traffic, Constantine Coutras, Peng Jun Wan, and Ophir Frieder (2000)

Adaptive Metric Nearest Neighbor Classification, Carlotta Domeniconi, Jing Peng, and Dimitrios Gunopulos (2000)

Feature Relevance Learning with Query Shifting for Content-Based Image Retrieval, Douglas R. Heisterkamp, Jing Peng, and Ho Kwok Dai (2000)

Parallel Computation of Configuration Space on Reconfigurable Mesh with Faults, John Jenq and Dajin Wang (2000)

On the Thread Scheduling Problem, Wing Ning Li and John Jenq (2000)

Adaptive Multi-Class Metric Content-Based Image Retrieval, Jing Peng (2000)

Local Discriminative Learning for Pattern Recognition, Jing Peng and Bir Bhanu (2000)

The Diagnosability of Hypercubes with Arbitrarily Missing Links, Dajin Wang (2000)

Submissions from 1999

Two-Dimensional B-CFE: Circuit and State Space Realization, George Antoniou (1999)

Adaptive Target Recognition, Bir Bhanu, Yingqiang Lin, Grinnell Jones, and Jing Peng (1999)

Evaluating Performance of the HIPERLAN CAC Layer Protocol for Asynchronous Traffic, Constantine Coutras and Peng Jun Wan (1999)

Vector Phase Space for Speech Analysis via Dimensional Analysis, H Mark Hubey (1999)

Parallel Polygon Scan Conversion on Hypercube Multiprocessors, John Jenq (1999)

Evaluation of the SEPA in Teaching Undergraduate Software Engineering in the Traditional Computer Science Curriculum, Hubert Johnson (1999)

Learning to Perceive Objects for Autonomous Navigation, Jing Peng and Bir Bhanu (1999)

Probabilistic Feature Relevance Learning for Content-Based Image Retrieval, Jing Peng, Bir Bhanu, and Shan Qing (1999)

Diagnosability of Hypercubes and Enhanced Hypercubes under the Comparison Diagnosis Model, Dajin Wang (1999)

Submissions from 1998

Three-Dimensional Discrete-Time Lossless Bounded Real Functions: Minimal State-Space Realization, George Antoniou (1998)

Learning Feature Relevance and Similarity Metrics in Image Databases, Bir Bhanu, Jing Peng, and Shan Qing (1998)

Learning Integrated Online Indexing for Image Databases, Bir Bhanu, Shan Qing, and Jing Peng (1998)

Artificial Neural Networks on Reconfigurable Meshes, John Jenq and Wing Ning Li (1998)

Feedforward Backpropagation Artificial Neural Networks on Reconfigurable Meshes, John Jenq and Wing Ning Li (1998)

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Closed-Loop Object Recognition using Reinforcement Learning, Jing Peng and Bir Bhanu (1998)

Delayed Reinforcement Learning for Adaptive Image Segmentation and Feature Extraction, Jing Peng and Bir Bhanu (1998)

Pattern Classification Based on Local Learning, Jing Peng and Bir Bhanu (1998)

Constrained Learning in Neural Networks: Application to Stable Factorization of 2-D Polynomials, Stavros Perantonis, Nikolaos Ampazis, Stavros Varoufakis, and George Antoniou (1998)

Two Algorithms for a Reachability Problem in One-Dimensional Space, Dajin Wang and Klaus Sutner (1998)

Submissions from 1997

Stable Factorization of 2-D Polynomials using Neural Networks, George Antoniou, Stavros J. Perantonis, Nikolaos Ampazis, and Stavros J. Varoufakis (1997)

Factorization of 2-D Polynomials using Neural Networks and Constrained Learning Techniques, Stavros J. Perantonis, Nikolaos Ampazis, Stavros J. Varoufakis, and George Antoniou (1997)

Minimum Assignment of Test Links for Hypercubes with Lower Fault Bounds, Dajin Wang and Zhongxian Wang (1997)

Submissions from 1996

Delayed Reinforcement Learning for Closed-Loop Object Recognition, Jing Peng and Bir Bhanu (1996)

Incremental Multi-Step Q-Learning, Jing Peng and Ronald J. Williams (1996)

Probabilistic Algorithm for Determining Optimum Salt Inventories, Zhongxian Wang, Arun Kumar, and Dajin Wang (1996)

Submissions from 1995

A Geometric Approach to Integer Condition Codes and Branch Instructions, James Benham (1995)

Computing the Configuration Space for a Convex Robot on Hypercube Multiprocessors, John Jenq and Wing Ning Li (1995)

Optimal Hypercube Algorithms for Robot Configuration Space Computation, John Jenq and Wing Ning Li (1995)

System-Level Testing Assignment for Hypercubes with Lower Fault Bounds, Dajin Wang and Zhongxian Wang (1995)

Submissions from 1994

Note on the Characteristic Polynomial Assignment Problem for 2-D Systems, George Antoniou and Sophia E. Mentzelopoulou (1994)

Reconfigurable Mesh Algorithms for the Hough Transform, John Jenq and Sartaj Sahni (1994)

Diagnosability of Enhanced Hypercubes, Dajin Wang (1994)

Submissions from 1993

2-D Discrete Time Lossless Bounded Real Functions: Minimal State Space Realisation, George Antoniou (1993)

On a Property of Compensators Designed by the Separation Principle, Bernard Friedland, Sophia E. Mentzelopoulou, and George Antoniou (1993)

Determination of the Transfer Matrix of Multidimensional-Singular Systems, George-Othon Glentis, George Antoniou, and Sophia E. Mentzelopoulou (1993)

Histogramming on a Reconfigurable Mesh Computer, John Jenq and Sartaj Sahni (1993)

Image Shrinking and Expanding on a Pyramid, John Jenq and Sartaj Sahni (1993)

Nonlinear Observers. an Application to the Spread of an Epidemic, Sophia Mentzelopoulou, George Antoniou, and Bernard Friedland (1993)

Design of a Periodic Feedback Control Law for Systems with Higher Dimension, Sophia E. Mentzelopoulou, George Antoniou, and N. J. Theodorou (1993)

Minimal Realization of Two-Dimensional Systems via a State Space Cyclic Model, Paraskevas N. Paraskevopoulos and George Antoniou (1993)

Efficient Learning and Planning Within the Dyna Framework, Jing Peng and Ronald J. Williams (1993)