Research from faculty members in the Department of Computer Science covers the areas of Artificial Intelligence (AI) and Web, Bioinformatics and Computational Intelligence, Databases and Data Mining, High Performance and Grid Computing, Networking, Software and Web Engineering, Theoretical Computer Science, and Vision and Pattern Recognition.
Submissions from 2014
Mining Multiple Related Data Sources Using Object-Oriented Model, C. I. Ezeife and D. Zhang
“Critic-proofing” of the cognitive aspects of simple games, Dragana Martinovic, C. I. Ezeife, R. Whent, G. H. Burgess, C. M. Pomerleau, Y. Yang, and R. Chaturvedi
Discovering Community Preference Influence Network by Social Network Opinion Posts Mining, Tamanna S. Mumu and C. I. Ezeife
Integrated battery fuel gauge and optimal charger, B. Pattipati, B. Balasingam, A. Abdollahi, G. V. Avvari, K. R. Pattipati, and Y. Bar-Shalom
Robust battery fuel gauge algorithm development, part 0: Normalized OCV modeling approach, B. Pattipati, B. Balasingam, G. V. Avvari, K. Pattipati, and Y. Bar-Shalom
Open circuit voltage characterization of lithium-ion batteries, B. Pattipati, B. Balasingam, G. V. Avvari, K. R. Pattipati, and Y. Bar-Shalom
Submissions from 2013
Discovering Influential Nodes from Trust Network, S. Ahmed and C. I. Ezeife
Mining the impact of course assignments on student performance, Ritu Chaturvedi and C. I. Ezeife
Testing under communication constraints, Sora Choi, Balakumar Balasingam, and Peter Willett
Bias Correction in Small Sample from Big Data, Jianguo Lu and Dingding Li
An automatic email management approach using data mining techniques, Gunjan Soni and C. I. Ezeife
Multiple target tracking from images using the maximum likelihood HPMHT, Peter Willett, Balakumar Balasingam, Darin Dunham, and Terry Ogle
Submissions from 2012
Tracking individual behaviors in networks: An experimental demonstration, Balakumar Balasingam, Peter Willett, and Yaakov Bar-Shalom
Exploratory joint and separate tracking of geographically related time series, Balakumar Balasingam, Peter Willett, Georgiy Levchuk, and Jared Freeman
An EM approach for dynamic battery management systems, B. Balasingam, B. Pattipati, C. Sankavaram, K. Pattipati, and Y. Bar-Shalom
Data mining techniques for design of ITS student models, Ritu Chaturvedi and C. I. Ezeife
Towards Comparative Mining of Web Document Objects with NFA: WebOMiner System, C. I. Ezeife and T. Mutsuddy
Mathematical modeling and parameter estimation of blood pressure oscillometric waveform, Mohamad Forouzanfar, Balakumar Balasingam, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, and Emil M. Petriu
School age children's cognition identification by mining integrated computer games data, R. Whent, Dragana Martinovic, C. I. Ezeife, S. Ahmed, and T. Mumu
Submissions from 2011
Efficient distributed resampling for particle filters, Balakumar Balasingam, Miodrag Bolić, Petar M. Djurić, and Joaquín Míguez
Arterial blood pressure parameter estimation and tracking using particle filters, B. Balasingam, M. Forouzanfar, M. Bolic, H. Dajani, V. Groza, and S. Rajan
Mining Uncertain Web Log Sequences with Access History Probabilities, O. Kadri and C. I. Ezeife
Ontology-based Web Recommendation from tags, N. R. Mabroukeh and C. I. Ezeife
A Fully Automatic Gridding Method for cDNA Microarray Images, Luis Rueda and Iman Rezaeian
Submissions from 2010
Performance analysis of blind adaptive MIMO receivers, B. Balasingam, M. Bolic, S. Shahbazpanahi, and T. Kirubarajan
NeuDetect: A Neural Network Data Mining Wireless Network Intrusion Detection System, C. I. Ezeife and M. Z. Rahman
Ranking Bias in Deep Web Size Estimation Using Capture Recapture Method, Jianguo Lu
A taxonomy of sequential pattern mining algorithms, N. R. Mabroukeh and C. I. Ezeife
WiFi miner: An online apriori-infrequent based wireless intrusion system, A. Rahman, C. I. Ezeife, and A. K. Aggarwal
Submissions from 2009
Modeling web documents as objects for automatic web content extraction: Object-oriented web data model, E. Annoni and C. I. Ezeife
A novel blind adaptive receiver for MIMO-OFDM systems, Balakumar Balasingam and Miodrag Bolic
Efficient blind decoding of MIMO using sequential Monte Carlo, Balakumar Balasingam and Miodrag Bolic
Fast incremental mining of web sequential patterns with PLWAP tree, C. I. Ezeife and Y. Liu
Erratum: Fast incremental mining of web sequential patterns with PLWAP tree (Data Mining and Knowledge Discovery DOI: 10.1007/s10618-009-0133-6), C. I. Ezeife and Yi Liu
Mining Very Long Sequences in Large Databases with PLWAPLong, C. I. Ezeife, K. Saeed, and D. Zhang
TidFP: Mining Frequent Patterns in Different Databases with Transaction ID, C. I. Ezeife and D. Zhang
Semantic-Rich Markov Models for Web Prefetching, N. R. Mabroukeh and C. I. Ezeife
Using Domain Ontology for Semantic Web Usage Mining and Next Page Prediction, N. R. Mabroukeh and C. I. Ezeife
Submissions from 2008
SensorWebIDS: a web mining intrusion detection system, C. I. Ezeife, J. Dong, and A. K. Aggarwal
WIDS: A Sensor-based Online Mining Wireless Intrusion Detection System, C. I. Ezeife, M. Maxwell, and A. K. Aggarwal
Linear Dimensionality Reduction by Maximizing the Chernoff Distance in the Transformed Space, Luis Rueda and Myriam Herrera
Submissions from 2007
SSM : A Frequent Sequential Data Stream Patterns Miner, C. I. Ezeife and M. Monwar
Xml Schema Matching, Jianguo Lu, Ju Wang, and Shengrui Wang
Multi-robot-based nanoassembly planning with automated path generation, Xiaobu Yuan and Simon X. Yang
Submissions from 2006
Cleaning Web Pages for Effective Web Content Mining, J. Li and C. I. Ezeife
Submissions from 2005
Mining Web Log Sequential Patterns with Position Coded Pre-Order Linked WAP-Tree, C. I. Ezeife and Y. Lu
PLWAP sequential mining: Open source code, C. I. Ezeife, Yi Lu, and Yi Liu
The Use of Smart Tokens in Cleaning Integrated Warehouse Data, C. I. Ezeife and T. E. Ohanekwu
Spot Detection and Image Segmentation in DNA Microarray Data, Li Qin, Luis Rueda, Ali Adnan, and Alioune Ngom
Submissions from 2004
Incremental mining of Web sequential patterns using PLWAP tree on tolerance MinSupport, C. I. Ezeife and M. Chen
Submissions from 2003
Incremental horizontal fragmentation of database class objects, C. I. Ezeife and P. Dey
Data position and profiling in domain-independent warehouse cleaning, C. I. Ezeife and A. O. Udechukwu
Position Coded Pre-order Linked WAP-Tree for Web Log Sequential Pattern Mining, Y. Lu and C. I. Ezeife
Virtual assembly with biologically inspired intelligence, Xiaobu Yuan and Simon X. Yang
Submissions from 2002
Mining Incremental Association Rules with Generalized FP-Tree, C. I. Ezeife and Y. Su
Extensible Information Brokers, Jianguo Lu and John Mylopoulos
An interactive approach of assembly planning, Xiaobu Yuan
Submissions from 2001
Selecting and materializing horizontally partitioned warehouse views, C. I. Ezeife
A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property, Z. Zhou
Submissions from 2000
Higher order generalization and its application in program verification, Jianguo Lu, John Mylopoulos, Masateru Harao, and Masami Hagiya
Maintaining horizontally partitioned warehouse views, M. Xu and C. I. Ezeife
P-Buffer: Hidden-line rendering with a dynamic p-buffer, Xiaobu Yuan and Sun Hanqiu
Submissions from 1999
Measuring the performance of database object horizontal fragmentation schemes, C. I. Ezeife and J. Zheng
Dynamic Service Matchmaking among Agents in Open Information Environments, Katia Sycara, Matthias Klusch, Seth Widoff, and Jianguo Lu
Submissions from 1998
Distributed Object Based Design: Vertical Fragmentation of Classes, C. I. Ezeife and K. Barker
Submissions from 1997
A uniform approach for selecting views and indexes in a data warehouse, C. I. Ezeife
Submissions from 1995
A comprehensive approach to horizontal class fragmentation in a Distributed Object Based System, C. I. Ezeife and K. Barker
Submissions from 1994
Horizontal class fragmentation in distributed object based systems, C. I. Ezeife and K. Barker