Reda Alhajj

Ala Qabaja, Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj: Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions. EURASIP J. Bioinformatics and Systems Biology 2013: 3 (2013)

Derar Alassi, Reda Alhajj: Effectiveness of template detection on noise reduction and websites summarization. Inf. Sci. 219: 41-72 (2013)

Mohammad Moshirpour, Shimaa M. El-Sherif, Behrouz H. Far, Reda Alhajj: Detecting Emergent Behavior in a Social Network of Agents. The Influence of Technology on Social Network Analysis and Mining 2013: 393-409

M. Omair Shafiq, Tamer N. Jarada, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne: Integrating Online Social Network Analysis in Personalized Web Search. The Influence of Technology on Social Network Analysis and Mining 2013: 589-613

Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj: Detecting Cancer Outlier Genes with Potential Rearrangement Using Gene Expression Data and Biological Networks. Adv. Bioinformatics 2012 (2012)

Ela Yildizer, Ali Metin Balci, Mohammad Hassan, Reda Alhajj: Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble. Expert Syst. Appl. 39(3): 2385-2396 (2012)

Mona Okasha, Abdallah M. ElSheikh, Mohammed Al-Shalalfa, Ghada Naji, Reda Alhajj, Jon G. Rokne: Functional characterization of drug-protein interactions network. Intell. Data Anal. 16(1): 137-152 (2012)

Faraz Rasheed, Reda Alhajj: Periodic pattern analysis of non-uniformly sampled stock market data. Intell. Data Anal. 16(6): 993-1011 (2012)

Mohamad Nagi, Ahmad Elhajj, Omar Addam, Ala Qabaja, Omar Zarour, Tamer N. Jarada, Shang Gao, Jamal Jida, Ayman Murshid, Iyad Suleiman, Tansel Özyer, Mick J. Ridley, Reda Alhajj: Robust framework for recommending restructuring of websites by analysing web usage and web structure data. IJBIDM 7(1/2): 4-20 (2012)

Ömer Özgün Isikman, Tansel Özyer, Omar Zarour, Reda Alhajj, Faruk Polat: TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML. Inf. Sci. 193: 247-274 (2012)

Onur Can Sert, Kayhan Dursun, Tansel Özyer, Jamal Jida, Reda Alhajj: The Unification and Assessment of Multi-Objective Clustering Results of Categorical Datasets with H-Confidence Metric. J. UCS 18(4): 507-531 (2012)

Ming Zhang, Reda Alhajj: Effectiveness of NAQ-tree in handling reverse nearest-neighbor queries in high-dimensional metric space. Knowl. Inf. Syst. 31(2): 307-343 (2012)

Ela Yildizer, Ali Metin Balci, Tamer N. Jarada, Reda Alhajj: Integrating wavelets with clustering and indexing for effective content-based image retrieval. Knowl.-Based Syst. 31: 55-66 (2012)

Reda Alhajj: Success story of the SNAM Journal: fast progress into a well-established and reputable venue. Social Netw. Analys. Mining 2(1): 1-3 (2012)

Mohammed Al-Shalalfa, Mehmet Tan, Ghada Naji, Reda Alhajj, Faruk Polat, Jon G. Rokne: Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. IEEE Transactions on Systems, Man, and Cybernetics, Part C 42(6): 1354-1364 (2012)

Mohammad Khabbaz, Keivan Kianmehr, Reda Alhajj: Employing Structural and Textual Feature Extraction for Semistructured Document Classification. IEEE Transactions on Systems, Man, and Cybernetics, Part C 42(6): 1566-1578 (2012)

Negar Koochakzadeh, Keivan Kianmehr, Atieh Sarraf, Reda Alhajj: Stock Market Investment Advice: A Social Network Approach. ASONAM 2012: 71-78

Ayman N. Murshed, Wadhah Almansoori, Kostas F. Xylogiannopoulos, Mohamad Elzohbi, Reda Alhajj, Jon G. Rokne: Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework. ASONAM 2012: 759-764

Mohammed Al-Shalalfa, Reda Alhajj: Integrating protein networks for identifying cooperative miRNA activity in disease gene signatures. BIBM 2012: 1-8

Mohammed Al-Shalalfa, Ala Qabaja, Tarek A. Bismar, Reda Alhajj: Functional characterization of miRNAs in prostate cancer using functional protein networks. CIBCB 2012: 1-8

Shang Gao, Omar Addam, Ala Qabaja, Abdallah M. ElSheikh, Omar Zarour, Mohamad Nagi, Flouris Triant, Wadhah Almansoori, Omer Sair, Tansel Özyer, Jia Zeng, Jon G. Rokne, Reda Alhajj: Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis. CIBCB 2012: 112-119

Khaled Dawoud, Ala Qabaja, Shang Gao, Reda Alhajj, Jon G. Rokne: Identifying cancer biomarkers by knowledge discovery from medical literature. ICCABS 2012: 1

Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj: AskFuzzy: Attractive Visual Fuzzy Query Builder. ICDE 2012: 1241-1244

Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj: Effective Enrichment of Gene Expression Data Sets. ICMLA (1) 2012: 76-81

Utku Erdogdu, Faruk Polat, Reda Alhajj: Partially Observable Gene Regulatory Network Control without a Boundary on Horizon. ICTAI 2012: 81-88

Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj: Minimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series. ICTAI 2012: 307-313

Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Reda Alhajj, Behrouz H. Far: Automated ontology construction from scenario based software requirements using clustering techniques. IRI 2012: 541-547

Wadhah Almansoori, Ayman Murshid, Kostas F. Xylogiannopoulos, Reda Alhajj, Jon G. Rokne: Electronic medical referral system: Decision support and recommendation approach. IRI 2012: 572-577

Connie Yau, Mark Straight, Rahul Bir, Omar Addam, M. Omair Shafiq, Reda Alhajj: Examining social networks between educational institutions, industrial partners, and the Canadian government. IRI 2012: 664-671

Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj: Periodicity data mining in time series using Suffix Arrays. IEEE Conf. of Intelligent Systems 2012: 172-181

Alan Chia-Lung Chen, Mohamad Elzohbi, Ahmad Elhajj, Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Mick J. Ridley, Reda Alhajj: Finding Hidden Nodes by Checking for Missing Nodes against Past Social Networks. NBiS 2012: 239-246

Tansel Özyer, Ming Zhang, Reda Alhajj: Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation. Appl. Intell. 35(1): 110-122 (2011)

Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan: Mining sequential patterns with extensible knowledge representation. Intell. Data Anal. 15(6): 889-911 (2011)

Mohammed Al-Shalalfa, Ghada Naji, Ala Qabaja, Reda Alhajj, Jon G. Rokne: Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data. IJDMB 5(3): 332-350 (2011)

Nasrullah Memon, Uffe Kock Wiil, Reda Alhajj, Claus Atzenbeck, Nicholas Harkiolakis: Harvesting covert networks: a case study of the iMiner database. IJNVO 8(1/2): 52-74 (2011)

Keivan Kianmehr, Reda Alhajj: A fuzzy prediction model for calling communities. IJNVO 8(1/2): 75-97 (2011)

Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne: Discovering cancer biomarkers: from DNA to communities of genes. IJNVO 8(1/2): 158-178 (2011)

Ming Zhang, Keivan Kianmehr, Reda Alhajj: Effective monitoring by efficient fingerprint matching using a forest of NAQ-trees. J. Intell. Inf. Syst. 37(2): 267-290 (2011)

Alan Chia-Lung Chen, Shang Gao, Tamer N. Jarada, Ming Zhang, Christos Pavlatos, Panagiotis Karampelas, Reda Alhajj: Effectiveness of Heuristic Based Approach on the Performance of Indexing and Clustering of High Dimensional Data. JIKM 10(3): 261-271 (2011)

Nasrullah Memon, Reda Alhajj: Introduction to the first issue of Social Network Analysis and Mining journal. Social Netw. Analys. Mining 1(1): 1-2 (2011)

Reda Alhajj, Nasrullah Memon: Introduction to the second issue of Social Network Analysis and Mining journal: scientific computing for social network analysis and dynamicity. Social Netw. Analys. Mining 1(2): 73-74 (2011)

Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat: Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. IEEE/ACM Trans. Comput. Biology Bioinform. 8(1): 130-142 (2011)

Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj: Efficient Periodicity Mining in Time Series Databases Using Suffix Trees. IEEE Trans. Knowl. Data Eng. 23(1): 79-94 (2011)

Muhaimenul Adnan, Reda Alhajj: A Bounded and Adaptive Memory-Based Approach to Mine Frequent Patterns From Very Large Databases. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(1): 154-172 (2011)

Keivan Kianmehr, Mehmet Kaya, Abdallah M. ElSheikh, Jamal Jida, Reda Alhajj: Fuzzy association rule mining framework and its application to effective fuzzy associative classification. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(6): 477-495 (2011)

Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Douglas J. Demetrick, Jon G. Rokne: Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. BIBM 2011: 238-242

Wadhah Almansoori, Omar Zarour, Tamer N. Jarada, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj: Applications of Social Network Construction and Analysis in the Medical Referral Process. DASC 2011: 816-823

Vasileios Anastopoulos, Panagiotis Karampelas, Panagiotis Kalagiakos, Reda Alhajj: A Hybrid Framework for Building a Web-Page Recommender System. EISIC 2011: 385-390

M. Omair Shafiq, Reda Alhajj, Jon G. Rokne: On the Social Aspects of Personalized Ranking for Web Services. HPCC 2011: 86-93

Negar Koochakzadeh, Reda Alhajj: Social Network Analysis in Software Testing to Categorize Unit Test Cases Based on Coverage Information. HPCC 2011: 412-416

Utku Erdogdu, Reda Alhajj, Faruk Polat: The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks. IAT 2011: 381-385

Negar Koochakzadeh, Atieh Sarraf, Keivan Kianmehr, Jon G. Rokne, Reda Alhajj: NetDriller: A Powerful Social Network Analysis Tool. ICDM Workshops 2011: 1235-1238

Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne: From Fuzzy Association Rule Mining to Effective Classification Framework. IDEAL 2011: 413-420

Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel Özyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj: From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. IDEAL 2011: 421-428

Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj: Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study. iiWAS 2011: 198-205

Alan Chia-Lung Chen, Kostas F. Xylogiannopoulos, Tamer N. Jarada, Omar Zarour, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj: Simple and effective behavior tracking by post processing of association rules into segments. iiWAS 2011: 296-300

Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu: Message from program co-chairs. IRI 2011

Joe Strathern, Samer Awadh, Samir Chokshi, M. Omair Shafiq, Reda Alhajj: Research 2.0: Research-supporting features of World Wide Web. IRI 2011: 52-57

Mohamad Nagi, Abdallah M. ElSheikh, Iyad Suleiman, Peter Peng, Mohammad Rifaie, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Jon G. Rokne, Reda Alhajj: Association rules mining based approach for Web usage mining. IRI 2011: 166-171

Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Reda Alhajj, Jon G. Rokne: Link prediction and classification in social networks and its application in healthcare. IRI 2011: 422-428

Negar Koochakzadeh, Fatemeh Keshavarz, Atieh Sarraf, Ali Rahmani, Keivan Kianmehr, Mohammad Rifaie, Reda Alhajj, Jon G. Rokne: Stock Investment Decision Making: A Social Network Approach. ISMIS Industrial Session 2011: 47-57

Ali Rahmani, Mohamad Nagi, Mohammad Rifaie, Keivan Kianmehr, Mick J. Ridley, Reda Alhajj, Jon G. Rokne: Employing Frequent Pattern Mining for Finding Correlations between Tables in Relational Databases. ITNG 2011: 547-552

Mohammad Moshirpour, Reda Alhajj, Mahmood Moussavi, Behrouz H. Far: Detecting emergent behavior in distributed systems using an ontology based methodology. SMC 2011: 2407-2412

Alan Chia-Lung Chen, Shang Gao, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne: Finding Hidden Links in Terrorist Networks by Checking Indirect Links of Different Sub-Networks. Counterterrorism and Open Source Intelligence 2011: 143-158

Sara Aghakhani, Khaled Dawoud, Reda Alhajj, Jon G. Rokne: A Global Measure for Estimating the Degree of Organization and Effectiveness of Individual Actors with Application to Terrorist Networks. Counterterrorism and Open Source Intelligence 2011: 189-222

Ghada Naji, Mohamad Nagi, Abdallah M. ElSheikh, Shang Gao, Keivan Kianmehr, Tansel Özyer, Jon G. Rokne, Douglas J. Demetrick, Mick J. Ridley, Reda Alhajj: Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers. Counterterrorism and Open Source Intelligence 2011: 285-313

Nasrullah Memon, Reda Alhajj (Eds.): From Sociology to Computing in Social Networks - Theory, Foundations and Applications. Lecture Notes in Social Networks 1, Springer 2010, isbn 978-3-7091-0293-0

Faraz Rasheed, Reda Alhajj: STNR: A suffix tree based noise resilient algorithm for periodicity detection in time series databases. Appl. Intell. 32(3): 267-278 (2010)

Mehmet Tan, Reda Alhajj, Faruk Polat: Scalable approach for effective control of gene regulatory networks. Artificial Intelligence in Medicine 48(1): 51-59 (2010)

Ming Zhang, Reda Alhajj: Skyline queries with constraints: Integrating skyline and traditional query operators. Data Knowl. Eng. 69(1): 153-168 (2010)

Ming Zhang, Reda Alhajj, Jon G. Rokne: Effectiveness of optimal incremental multi-step nearest neighbor search. Expert Syst. Appl. 37(8): 6018-6027 (2010)

Reda Alhajj, Kang Zhang: Guest Editors' Introduction. International Journal of Software Engineering and Knowledge Engineering 20(2): 111-112 (2010)

Negar Koochakzadeh, Keivan Kianmehr, Jamal Jida, Iltae Lee, Reda Alhajj, Jon G. Rokne: Semi-Supervised Dynamic Classification for Intrusion Detection. International Journal of Software Engineering and Knowledge Engineering 20(2): 139-154 (2010)

Anthony Lo, Tansel Özyer, Radwan Tahboub, Keivan Kianmehr, Jamal Jida, Reda Alhajj: XML materialized views and schema evolution in VIREX. Inf. Sci. 180(24): 4940-4957 (2010)

Anthony Lo, Tansel Özyer, Keivan Kianmehr, Reda Alhajj: VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML. J. Intell. Inf. Syst. 35(1): 21-49 (2010)

Ming Zhang, Reda Alhajj: Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space. Knowl. Inf. Syst. 22(1): 1-26 (2010)

Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj: Fuzzy clustering-based discretization for gene expression classification. Knowl. Inf. Syst. 24(3): 441-465 (2010)

Sertan Girgin, Faruk Polat, Reda Alhajj: Improving reinforcement learning by using sequence trees. Machine Learning 81(3): 283-331 (2010)

Mehmet Tan, Reda Alhajj, Faruk Polat: Automated Large-Scale Control of Gene Regulatory Networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(2): 286-297 (2010)

Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj: An Integrated Framework for Fuzzy Classification and Analysis of Gene Expression Data. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 151-177

M. Omair Shafiq, Reda Alhajj, Jon G. Rokne: Community Aware Personalized Web Search. ASONAM 2010: 351-355

Khaled Dawoud, Reda Alhajj, Jon G. Rokne: A Global Measure for Estimating the Degree of Organization of Terrorist Networks. ASONAM 2010: 421-427

Mehmet Tan, Faruk Polat, Reda Alhajj: Feature selection for graph kernels. BIBM 2010: 632-637

Fatima Farag, Moustafa A. Hammad, Reda Alhajj: Adaptive query processing in data stream management systems under limited memory resources. PIKM 2010: 9-16

Kaziim Sarikaya, Duygu Sarikaya, Tamer N. Jarada, Shang Gao, Tansel Özyer, Reda Alhajj: A novel client-based approach for signing and checking web forms by using XML against DoS attacks. iiWAS 2010: 202-209

Tamer N. Jarada, Kelvin Chung, Armen Shimoon, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne: Mapping rules for converting from ODL to XML schemas. iiWAS 2010: 307-316

Reda Alhajj, Shu-Ching Chen, Gongzhu Hu, James B. D. Joshi, Gordon K. Lee, Stuart Harvey Rubin, Mei-Ling Shyu, Lotfi A. Zadeh: Panel title: Critical need for funding of basic and applied research in large-scale computing. IRI 2010: 1

Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu: Message from Program Co-Chairs. IRI 2010: 1

Alan Chia-Lung Chen, Shang Gao, Reda Alhajj, Panagiotis Karampelas: Heuristic based approach to clustering and its time critical applications. IRI 2010: 37-42

M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma: Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery. IRI 2010: 121-125

Iyad Suleiman, Tamer Salman, Shang Gao, Faruk Polat, Maha Arslan, Reda Alhajj, Mick J. Ridley: The power of genetic algorithm in automated assessment of school readiness. IRI 2010: 280-285

Iltae Lee, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne: Integrating Genetic Algorithms and Fuzzy Logic for Web Structure Optimization. Data Mining for Social Network Data 2010: 201-215

Nasrullah Memon, Reda Alhajj: Social Networks: A Powerful Model for Serving a Wide Range of Domains. From Sociology to Computing in Social Networks 2010: 1-9

Mohamad Nagi, Abdelghani Guerbas, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Reda Alhajj, Jon G. Rokne: Employing Social Network Construction and Analysis in Web Structure Optimization. From Sociology to Computing in Social Networks 2010: 13-34

Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne: Integrating Entropy and Closed Frequent Pattern Mining for Social Network Modelling and Analysis. From Sociology to Computing in Social Networks 2010: 95-115

Keivan Kianmehr, Tansel Özyer, Anthony Lo, Jamal Jida, Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Reda Alhajj: Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML. Soft Computing in XML Data Management 2010: 55-77

Keivan Kianmehr, Jamal Jida, Allan Chan, Nancy Situ, Kim Wong, Reda Alhajj, Jon G. Rokne, Ken Barker: Attractive Interface for XML: Convincing Naive Users to Go Online. Soft Computing in XML Data Management 2010: 165-191

Nasrullah Memon, Reda Alhajj (Eds.): International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2010, Odense, Denmark, August 9-11, 2010. IEEE Computer Society 2010, isbn 978-0-7695-4138-9

Muhaimenul Adnan, Reda Alhajj: DRFP-tree: disk-resident frequent pattern tree. Appl. Intell. 30(2): 84-97 (2009)

Ahmed Obied, Reda Alhajj: Fraudulent and malicious sites on the web. Appl. Intell. 30(2): 112-120 (2009)

Tansel Özyer, Reda Alhajj: Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer. Appl. Intell. 31(3): 318-331 (2009)

Jia Zeng, Reda Alhajj, Douglas J. Demetrick: Adaptive multi-agent architecture for functional sequence motifs recognition. Bioinformatics 25(23): 3084-3092 (2009)

Jia Zeng, Reda Alhajj, Douglas J. Demetrick: Representative transcript sets for evaluating a translational initiation sites predictor. BMC Bioinformatics 10 (2009)

Keivan Kianmehr, Reda Alhajj: Calling communities analysis and identification using machine learning techniques. Expert Syst. Appl. 36(3): 6218-6226 (2009)

Mohammed Al-Shalalfa, Reda Alhajj: Cancer class prediction: Two stage clustering approach to identify informative genes. Intell. Data Anal. 13(4): 671-686 (2009)

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Performance evaluation of different replica placement algorithms. IJGUC 1(2): 121-133 (2009)

Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley: Data modelling for effective data warehouse architecture and design. IJIDS 1(3): 282-300 (2009)

Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj: Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences. Int. J. Neural Syst. 19(1): 11-24 (2009)

Reda Alhajj, Kang Zhang: Special Issue on Information Reuse and Integration. Informatica (Slovenia) 33(3): 243 (2009)

Taher Naser, Reda Alhajj, Mick J. Ridley: Two-Way Mapping between Object-Oriented Databases and XML. Informatica (Slovenia) 33(3): 297-308 (2009)

Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj: Wrapping VRXQuery with self-adaptive fuzzy capabilities. Web Intelligence and Agent Systems 7(3): 269-279 (2009)

Alok Madhukar, Tansel Özyer, Reda Alhajj: Dynamic cache invalidation scheme for wireless mobile environments. Wireless Networks 15(6): 727-740 (2009)

David Kinzel, Micah Klettke, Paul Uppal, Naheed Visram, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne: The Economic Benefts of Web Mining. ASONAM 2009: 25-32

Mehmet Tan, Faruk Polat, Reda Alhajj: Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression. BIBM 2009: 88-91

Ala Qabaja, Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne: Multiagent Approach for Identifying Cancer Biomarkers. BIBM 2009: 228-233

Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne: Fourier Transform Based Spatial Outlier Mining. IDEAL 2009: 317-324

Jeany Seto, Shane Clement, David Duong, Keivan Kianmehr, Reda Alhajj: Fuzzy Query Model for XML Documents. IDEAL 2009: 333-340

Keivan Kianmehr, X. Peng, Chris Luce, Justin Chung, Nam Pham, Walter Chung, Reda Alhajj, Jon G. Rokne, Ken Barker: Mining online shopping patterns and communities. iiWAS 2009: 400-404

Keivan Kianmehr, Shang Gao, Jawad Attari, M. Mushfiqur Rahman, Kofi Akomeah, Reda Alhajj, Jon G. Rokne, Ken Barker: Text summarization techniques: SVM versus neural networks. iiWAS 2009: 487-491

Mohammad Rifaie, Reda Alhajj, Mick J. Ridley: Data governance strategy: a key issue in building Enterprise Data Warehouse. iiWAS 2009: 587-591

Shang Gao, Reda Alhajj, Jon G. Rokne: Modeling Knowledge Discovery in Financial Forecasting. IRI 2009: 41-46

Iltae Lee, Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj, Jon G. Rokne: A New Framework for an Adaptive Classifier Model. IRI 2009: 138-144

Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan: Set-based approach in mining sequential patterns. ISCIS 2009: 218-223

Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne: Identifying Social Communities by Frequent Pattern Mining. IV 2009: 413-418

Jia Zeng, Reda Alhajj: Integrating Swarm Intelligent Algorithms for Translation Initiation Sites Prediction. Innovations in Swarm Intelligence 2009: 141-157

Mohammed Al-Shalalfa, Ala Qabaja, Reda Alhajj, Jon G. Rokne: Identifying Disease-Related Biomarkers by Studying Social Networks of Genes. Innovations in Swarm Intelligence 2009: 237-253

Nasrullah Memon, Reda Alhajj (Eds.): 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece. IEEE Computer Society 2009, isbn 978-0-7695-3689-7

Ebad Banissi, Liz J. Stuart, Theodor G. Wyeld, Mikael Jern, Gennady L. Andrienko, Nasrullah Memon, Reda Alhajj, Remo Aslak Burkhard, Georges G. Grinstein, Dennis P. Groth, Anna Ursyn, Jimmy Johansson, Camilla Forsell, Urska Cvek, Marjan Trutschl, Francis T. Marchese, Carsten Maple, Andrew J. Cowell, Andrew Vande Moere (Eds.): 13th International Conference on Information Visualisation, IV 2009, 15-17 July 2009, Barcelona, Spain. IEEE Computer Society 2009, isbn 978-0-7695-3733-7

Keivan Kianmehr, Reda Alhajj: Effectiveness of Support Vector Machine for Crime Hot-Spots Prediction. Applied Artificial Intelligence 22(5): 433-458 (2008)

Mehmet Kaya, Reda Alhajj: Online mining of fuzzy multidimensional weighted association rules. Appl. Intell. 29(1): 13-34 (2008)

Keivan Kianmehr, Reda Alhajj: CARSVM: A class association rule-based classification framework and its application to gene expression data. Artificial Intelligence in Medicine 44(1): 7-25 (2008)

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Replica Placement Strategies in Data Grid. J. Grid Comput. 6(1): 103-123 (2008)

Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj: Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes. IJDWM 4(4): 62-83 (2008)

Reda Alhajj, Mehmet Kaya: Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining. J. Intell. Inf. Syst. 31(3): 243-264 (2008)

Rashedur M. Rahman, Reda Alhajj, Ken Barker: Replica selection strategies in data grid. J. Parallel Distrib. Comput. 68(12): 1561-1574 (2008)

Tansel Özyer, Reda Alhajj: Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis. Multiple-Valued Logic and Soft Computing 14(3-5): 457-474 (2008)

Fatima Ashraf, Tansel Özyer, Reda Alhajj: Employing Clustering Techniques for Automatic Information Extraction From HTML Documents. IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(5): 660-673 (2008)

Igor Kiselev, Reda Alhajj: A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments. AAAI 2008: 1808-1809

Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne: Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data. BIBE 2008: 1-6

Mehmet Tan, Reda Alhajj, Faruk Polat: Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation. BIBE 2008: 1-6

Jia Zeng, Reda Alhajj, Douglas J. Demetrick: Effectiveness of Applying Codon Usage Bias for Translational Initiation Sites Prediction. BIBM 2008: 121-126

Mohammed Al-Shalalfa, Reda Alhajj: Motif Location Prediction by Divide and Conquer. BIRD 2008: 102-113

Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat: Combining multiple types of biological data in constraint-based learning of gene regulatory networks. CIBCB 2008: 90-97

Jia Zeng, Reda Alhajj: Predicting translation initiation sites using a multi-agent architecture empowered with reinforcement learning. CIBCB 2008: 241-248

Ming Zhang, Reda Alhajj, Jon G. Rokne: Optimal incremental multi-step nearest-neighbor search. GIS 2008: 75

Igor Kiselev, Reda Alhajj: An Adaptive Multi-agent System for Continuous Learning of Streaming Data. IAT 2008: 148-153

Göktürk Gezer, Ilker O. Yaz, Hasan Mert Taymaz, Tansel Özyer, Reda Alhajj: A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers. ICEIS (2) 2008: 364-369

Mohammad Rifaie, Erwin J. Blas, Abdel Rahman M. Muhsen, Terrance T. H. Mok, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley: Data warehouse architecture for GIS applications. iiWAS 2008: 178-185

Taher Naser, Reda Alhajj, Mick J. Ridley: Flexible approach for representing object oriented databases in XML format. iiWAS 2008: 430-433

Taher Naser, Reda Alhajj, Mick J. Ridley: Reengineering XML into object-oriented database. IRI 2008: 1-6

Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley: Data warehouse architecture and design. IRI 2008: 58-63

Allan Chan, Nancy Situ, Kim Wong, Keivan Kianmehr, Reda Alhajj: Fuzzy querying of nested XML. IRI 2008: 238-243

Stuart Harvey Rubin, Shu-Ching Chen, Lotfi A. Zadeh, Hojjat Adeli, Mohammad Rifaie, Gordon K. Lee, Kang Zhang, Reda Alhajj, Gary D. Boetticher, Du Zhang: Panel: The role of information search and retrieval in economic stimulation. IRI 2008

Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj: Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification. ISMIS 2008: 298-308

Keivan Kianmehr, Reda Alhajj: Effectiveness of Machine Learning Techniques for Automated Identification of Calling Communities. IV 2008: 308-313

Ömer Özgün Isikman, B. Görkem Yalim, Murat Özdemir, Tansel Özyer, Harun Gökçe, Reda Alhajj: Adaptive weighted multi-criteria fuzzy query processing for web based real estate applications. SAC 2008: 987-991

Sajib Barua, Reda Alhajj: High performance computing for spatial outliers detection using parallel wavelet transform. Intell. Data Anal. 11(6): 707-730 (2007)

Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj: Utilising Neural Network and Support Vector Machine for gene Expression Classification. JIKM 6(4): 251-260 (2007)

Tansel Özyer, Reda Alhajj, Ken Barker: Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening. J. Network and Computer Applications 30(1): 99-113 (2007)

Sertan Girgin, Faruk Polat, Reda Alhajj: Positive Impact of State Similarity on Reinforcement Learning Performance. IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(5): 1256-1270 (2007)

Cary Sweet, Tansel Özyer, Reda Alhajj: Enhanced Graph Based Genealogical Record Linkage. ADMA 2007: 476-487

Dany Gebara, Reda Alhajj: WaveQ: Combining Wavelet Analysis and Clustering for Effective Image Retrieval. AINA Workshops (1) 2007: 289-294

Jia Zeng, Reda Alhajj: Effectiveness of Multi-Perspective Representation Scheme on Support Vector Machines. AINA Workshops (1) 2007: 335-340

Fatima Ashraf, Reda Alhajj: ClusTex: Information Extraction from HTML Pages. AINA Workshops (1) 2007: 355-360

Mohammed Al-Shalalfa, Reda Alhajj: Attractive Feature Reduction Approach for Colon Data Classification. AINA Workshops (1) 2007: 678-683

Mohammed Al-Shalalfa, Reda Alhajj: Application of Double Clustering to Gene Expression Data for Class Prediction. AINA Workshops (1) 2007: 733-738

Mehmet Tan, Faruk Polat, Reda Alhajj: Feature Reduction for Gene Regulatory Network Control. BIBE 2007: 1260-1264

Jia Zeng, Reda Alhajj: Multi-agent System for Translation Initiation Site Prediction. BIBM 2007: 103-110

Rashedur M. Rahman, Ken Barker, Reda Alhajj: A Predictive Technique for Replica Selection in Grid Environment. CCGRID 2007: 163-170

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Study of Different Replica Placement and Maintenance Strategies in Data Grid. CCGRID 2007: 171-178

Mohammad Khabbaz, Kievan Kianmher, Mohammed Al-Shalalfa, Reda Alhajj: Fuzzy Classifier Based Feature Reduction for Better Gene Selection. DaWaK 2007: 334-344

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Performance Analysis of a Replica Selection Strategy in Grid Environment Tuned with Replica Placement Decisions. GCA 2007: 159-165

Sajib Barua, Reda Alhajj: A parallel multi-scale region outlier mining algorithm for meteorological data. GIS 2007: 51

Angela Cristina Duta, Ken Barker, Reda Alhajj: XML schema structural equivalence. ICEIS (1) 2007: 52-59

Brad Arshinoff, Damon Ratcliffe, Martin Saetre, Reda Alhajj, Tansel Özyer: Simplified query construction - queries made as easy as possible. ICEIS (1) 2007: 125-130

Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj: Optimizing Web Structures Using Web Mining Techniques. IDEAL 2007: 653-662

Sajib Barua, Reda Alhajj: Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data. IDEAL 2007: 684-694

Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj: Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. IDEAL 2007: 870-879

Quang Trinh, Ken Barker, Reda Alhajj: Semantic Interoperability Between Relational Database Systems. IDEAS 2007: 208-215

Sertan Girgin, Faruk Polat, Reda Alhajj: State Similarity Based Approach for Improving Performance in RL. IJCAI 2007: 817-822

Taher Naser, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley: Transforming Object-Oriented Databases into XML. IRI 2007: 600-605

Anthony Lo, Keivan Kianmehr, Mehmet Kaya, Tansel Özyer, Reda Alhajj: Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities. Web Intelligence 2007: 750-756

Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaïane (Eds.): Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007, Proceedings. Lecture Notes in Computer Science 4632, Springer 2007, isbn 978-3-540-73870-1

Reda Alhajj (Ed.): Proceedings of the Sixth IASTED International Conference on Communications, Internet, and Information Technology, July 2-4, 2007, Banff, Alberta, Canada. IASTED/ACTA Press 2007, isbn 978-0-88986-674-4

Mehmet Kaya, Reda Alhajj: Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining. Appl. Intell. 24(1): 7-15 (2006)

Emin Erkan Korkmaz, Jun Du, Reda Alhajj, Ken Barker: Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering. Intell. Data Anal. 10(2): 163-182 (2006)

Malik Agyemang, Ken Barker, Reda Alhajj: A comprehensive survey of numeric and symbolic outlier mining techniques. Intell. Data Anal. 10(6): 521-538 (2006)

Jun Du, Reda Alhajj, Ken Barker: Genetic algorithms based approach to database vertical partition. J. Intell. Inf. Syst. 26(2): 167-183 (2006)

Osman Abul, Reda Alhajj, Faruk Polat: A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes. IEEE/ACM Trans. Comput. Biology Bioinform. 3(3): 220-231 (2006)

Anthony Lo, Reda Alhajj, Ken Barker: VIREX: visual relational to XML conversion tool. J. Vis. Lang. Comput. 17(1): 25-45 (2006)

Angela Cristina Duta, Ken Barker, Reda Alhajj: RA: An XML Schema Reduction Algorithm. ADBIS Research Communications 2006

Mehmet Kaya, Reda Alhajj: Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. ADMA 2006: 64-71

Cameron Chenier, J. James Jun, Jason Zhang, Tansel Özyer, Reda Alhajj: Association-Rules Mining Based Broadcasting Approach for XML Data. ADVIS 2006: 207-216

Keivan Kianmehr, Reda Alhajj: Crime Hot-Spots Prediction Using Support Vector Machine. AICCSA 2006: 952-959

Quang Trinh, Ken Barker, Reda Alhajj: RDB2ONT: A Tool for Generating OWL Ontologies From Relational Database Systems. AICT/ICIW 2006: 170

Osman Abul, Reda Alhajj, Faruk Polat: Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks. BIBE 2006: 281-284

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Replica Placement Design with Static Optimality and Dynamic Maintainability. CCGRID 2006: 434-437

Keivan Kianmehr, Reda Alhajj: Support Vector Machine Approach for Fast Classification. DaWaK 2006: 534-543

Janaki Gopalan, Reda Alhajj, Ken Barker: Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm. DMIN 2006: 389-395

Sertan Girgin, Faruk Polat, Reda Alhajj: Learning by Automatic Option Discovery from Conditionally Terminating Sequences. ECAI 2006: 494-498

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Effective Dynamic Replica Maintenance Algorithm for the Grid Environment. GPC 2006: 336-345

Jessica Zheng, Anthony Lo, Tansel Özyer, Reda Alhajj: Efficient Mechanism for Handling Materialized XML Views. ICEIS (1) 2006: 151-162

Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Tansel Özyer, Reda Alhajj: Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format. ICEIS (1) 2006: 163-168

Ming Zhang, Reda Alhajj: Improving the Graph-Based Image Segmentation Method. ICTAI 2006: 617-624

Sertan Girgin, Faruk Polat, Reda Alhajj: Effectiveness of Considering State Similarity for Reinforcement Learning. IDEAL 2006: 163-171

Tansel Özyer, Reda Alhajj, Ken Barker: Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis. IDEAL 2006: 454-463

Keivan Kianmehr, Reda Alhajj: Effective Classification by Integrating Support Vector Machine and Association Rule Mining. IDEAL 2006: 920-927

Muhaimenul Adnan, Reda Alhajj, Ken Barker: Constructing Complete FP-Tree for Incremental Mining of Frequent Patterns in Dynamic Databases. IEA/AIE 2006: 363-372

Emin Erkan Korkmaz, Reda Alhajj, Ken Barker: Effective Clustering of High-Dimensional Data. Industrial Conference on Data Mining - Posters 2006: 91-100

Osman Abul, Reda Alhajj, Faruk Polat: Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks. ISCIS 2006: 154-164

Mehmet Kaya, Reda Alhajj: Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules. ISMIS 2006: 399-408

Abhishek Gaurav, Reda Alhajj: Incorporating fuzziness in XML and mapping fuzzy relational data into fuzzy XML. SAC 2006: 456-460

Alok Madhukar, Reda Alhajj: An adaptive energy efficient cache invalidation scheme for mobile databases. SAC 2006: 1122-1126

Jia Zeng, Reda Alhajj: Classification by Multi-Perspective Representation Method. SEKE 2006: 85-90

Anthony Lo, Reda Alhajj, Ken Barker: VIREX: Interactive Approach for Database Querying and Integration by Re-engineering Relational Data into XML. Web Intelligence 2006: 1079-1080

Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker: Finding differentially expressed genes for pattern generation. Bioinformatics 21(4): 445-450 (2005)

Mehmet Kaya, Reda Alhajj: Genetic algorithm based framework for mining fuzzy association rules. Fuzzy Sets and Systems 152(3): 587-601 (2005)

Malik Agyemang, Ken Barker, Reda Alhajj: Web outlier mining: Discovering outliers from web datasets. Intell. Data Anal. 9(5): 473-486 (2005)

Yimin Liu, Tansel Özyer, Reda Alhajj, Ken Barker: Integrating Multi-Objective Genetic Algorithm and Validity Analysis for Locating and Ranking Alternative Clustering. Informatica (Slovenia) 29(1): 33-40 (2005)

M. Özgür Baykal, Reda Alhajj, Faruk Polat: Co-operation framework of case-based reasoning agents for automated product recommendation. J. Exp. Theor. Artif. Intell. 17(3): 201-220 (2005)

Mehmet Kaya, Reda Alhajj: Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(2): 326-338 (2005)

Mehmet Kaya, Reda Alhajj: A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process. IEEE Transactions on Systems, Man, and Cybernetics, Part C 35(4): 582-590 (2005)

Reda Alhajj, Ashraf Elnagar: Multiagents to Separating Handwritten Connected Digits. IEEE Transactions on Systems, Man, and Cybernetics, Part A 35(5): 593-602 (2005)

Reda Alhajj, Faruk Polat, Cem Yílmaz: Views as first-class citizens in object-oriented databases. VLDB J. 14(2): 155-169 (2005)

George Shi, Ken Barker, Reda Alhajj: Cognitive information fusion of georeferenced data for tactical applications. IEEE ICCI 2005: 160-166

Reda Alhajj, Mehmet Kaya: Multiagent Association Rules Mining in Cooperative Learning Systems. ADMA 2005: 75-87

Malik Agyemang, Ken Barker, Reda Alhajj: Hybrid Approach to Web Content Outlier Mining Without Query Vector. DaWaK 2005: 285-294

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Replica Placement in Data Grid: A Multi-objective Approach. GCC 2005: 645-656

Chunyan Wang, Anthony Lo, Reda Alhajj, Ken Barker: Novel Approach for Reengineering Relational Databases into XML. ICDE Workshops 2005: 1284

Kate Y. Yang, Anthony Lo, Tansel Özyer, Reda Alhajj: DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph. ICEIS (1) 2005: 19-26

Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj: Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining. ICEIS (2) 2005: 182-187

Janaki Gopalan, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker: Effective data mining by integrating genetic algorithm into the data preprocessing phase. ICMLA 2005

Aniket Mahanti, Reda Alhajj: Visual interface for online watching of frequent itemset generation in Apriori and Eclat. ICMLA 2005

Idowu O. Adewale, Reda Alhajj: Mining Job Logs Using Incremental Attribute-Oriented Approach. IDEAL 2005: 117-124

Mehmet Kaya, Reda Alhajj: Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm. IEA/AIE 2005: 560-562

Mohammad Hassan, Reda Alhajj, Mick J. Ridley: Selection Mechanism for Locating Relevant Structured Databases in Multidatabase Environment. iiWAS 2005: 823-834

Darren Ming-Shan Kao, Tansel Özyer, Reda Alhajj: Hybrid approach for predicting the behavior of Web users. IRI 2005: 217-222

Hao Jiang, Anthony Lo, Tansel Özyer, Reda Alhajj: XML views based approach for Web services. IRI 2005: 458-463

Malik Agyemang, Ken Barker, Reda Alhajj: WCOND-Mine: Algorithm for Detecting Web Content Outliers from Web Documents. ISCC 2005: 885-890

Tansel Özyer, Reda Alhajj: Effective Clustering by Iterative Approach. ISCIS 2005: 833-842

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Replica Placement in Data Grid: Considering Utility and Risk. ITCC (1) 2005: 354-359

Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker: Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome Encoding. MLDM 2005: 346-355

Ajumobi Udechukwu, Ken Barker, Reda Alhajj: Maintaining Knowledge-Bases of Navigational Patterns from Streams of Navigational Sequences. RIDE 2005: 37-44

Malik Agyemang, Ken Barker, Reda Alhajj: Mining web content outliers using structure oriented weighting techniques and N-grams. SAC 2005: 482-487

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Replica selection in grid environment: a data-mining approach. SAC 2005: 695-700

Reda Alhajj: Cluster Validity Analysis of Alternative Results from Multi-Objective Optimization. SDM 2005

Reda Alhajj, Faruk Polat: Converting a Legacy Database to Object-Oriented Database. Encyclopedia of Database Technologies and Applications 2005: 99-104

Reda Alhajj, Faruk Polat: Proper Placement of Derived Classes in the Class Hierarchy. Encyclopedia of Database Technologies and Applications 2005: 486-492

Ajumobi Udechukwu, Ken Barker, Reda Alhajj: A framework for representing navigational patterns as full temporal objects. SIGecom Exchanges 5(2): 23-33 (2004)

Mehmet Kaya, Reda Alhajj: Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems. IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(2): 1210-1223 (2004)

Tansel Özyer, Yimin Liu, Reda Alhajj, Ken Barker: Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data. ADVIS 2004: 451-461

Osman Abul, Reda Alhajj, Faruk Polat: Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network. BIBE 2004: 337-344

Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker: Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives. DaWaK 2004: 219-228

Anthony Lo, Reda Alhajj, Ken Barker: Flexible User Interface for Converting Relational Data into XML. FQAS 2004: 418-431

Mehmet Kaya, Reda Alhajj: Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning. IAT 2004: 197-203

Mehmet Kaya, Reda Alhajj: ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining. ICDM 2004: 431-434

Ajumobi Udechukwu, Ken Barker, Reda Alhajj: An Efficient Framework for Iterative Time-Series Trend Mining. ICEIS (2) 2004: 130-137

Angela Cristina Duta, Ken Barker, Reda Alhajj: Conv2XML: Relational Schema Conversion to XML Nested-Based Schema. ICEIS (1) 2004: 210-215

Chunyan Wang, Anthony Lo, Reda Alhajj, Ken Barker: Converting Legacy Relational Database into XML Database through Reverse Engineering. ICEIS (1) 2004: 216-221

M. Özgür Baykal, Reda Alhajj, Faruk Polat: Automated Product Recommendation by Employing Case-Based Reasoning Agents. ICEIS (2) 2004: 515-518

Tansel Özyer, Reda Alhajj, Ken Barker: Multi-dimensional sequential web mining by utilizing fuzzy interferencing. ICMLA 2004: 34-40

Yuliang Bao, Reda Alhajj, Ken Barker: Hybrid Cache Invalidation Schemes in Mobile Environments. ICPS 2004: 209-218

Mehmet Kaya, Reda Alhajj: Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. ICTAI 2004: 396-400

Mehmet Kaya, Reda Alhajj: Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. IDEAL 2004: 758-764

Mehmet Kaya, Reda Alhajj: Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. IEA/AIE 2004: 56-65

Rashedur M. Rahman, Ken Barker, Reda Alhajj: Predicting the Performance of GridFTP Transfers. IPDPS 2004

Kevin Miller, Chris Gee, Ryan Inaba, Tansel Özyer, Anthony Lo, Reda Alhajj: Synchronization of Mobile XML Databases by Utilizing Deferred Views. IRI 2004: 186-191

Nelson C. N. Chu, Adepele Williams, Reda Alhajj, Ken Barker: Data Stream Mining Architecture for Network Intrusion Detection. IRI 2004: 363-368

Mehmet Kaya, Reda Alhajj: Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining. ISCC 2004: 110-115

Jim Little, Michael de Ga, Tansel Özyer, Reda Alhajj: Query Builder: A Natural Language Interface for Structured Databases. ISCIS 2004: 470-479

Ajumobi Udechukwu, Ken Barker, Reda Alhajj: Mining User Navigational Patterns in Dynamically Changing Environments. ITCC (2) 2004: 372-

Tansel Özyer, Reda Alhajj, Ken Barker: Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering. Rough Sets and Current Trends in Computing 2004: 567-572

Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker: Finding differentially expressed genes: pattern generation using Q-values. SAC 2004: 138-142

Malik Agyemang, Ken Barker, Reda Alhajj: Framework for mining web content outliers. SAC 2004: 590-594

Mohammad Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker: Simplified access to structured databases by adapting keyword search and database selection. SAC 2004: 674-678

Angela Cristina Duta, Ken Barker, Reda Alhajj: ConvRel: relationship conversion to XML nested structures. SAC 2004: 698-702

Reda Alhajj: Extracting the extended entity-relationship model from a legacy relational database. Inf. Syst. 28(6): 597-618 (2003)

Reda Alhajj, Faruk Polat: Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals. J. Exp. Theor. Artif. Intell. 15(4): 461-471 (2003)

Reda Alhajj, Faruk Polat: Rule-based schema evolution in object-oriented databases. Knowl.-Based Syst. 16(1): 47-57 (2003)

Ashraf Elnagar, Reda Alhajj: Segmentation of connected handwritten numeral strings. Pattern Recognition 36(3): 625-634 (2003)

Reda Alhajj, Mehmet Kaya: Employing OLAP Mining for Multiagent Reinforcement Learning. HIS 2003: 759-768

Tansel Özyer, Reda Alhajj, Ken Barker: A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening. HIS 2003: 983-992

Jun Du, Ken Barker, Reda Alhajj: Attraction - A Global Affinity Measure for Database Vertical Partitioning. ICWI 2003: 538-548

Mehmet Kaya, Reda Alhajj: Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining. IAT 2003: 584-587

Reda Alhajj, Ashraf Elnagar: A Novel Approach to Separate Handwritten Connected Digits. ICDAR 2003: 1198-1202

Reda Alhajj, Mehmet Kaya: Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining. ICDM 2003: 469-472

Mehmet Kaya, Reda Alhajj: Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering. ICDM 2003: 561-564

Mohammad Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker: Database Selection and Keyword Search of Structured Databases: Powerful Search for Naive Users. IRI 2003: 175-182

Mehmet Kaya, Reda Alhajj: Online Mining of Weighted Fuzzy Association Rules. ISCIS 2003: 308-315

Mehmet Kaya, Reda Alhajj: Integrating Fuzziness with OLAP Association Rules Mining. MLDM 2003: 353-368

Osman Abul, Anthony Lo, Reda Alhajj, Faruk Polat, Ken Barker: Cluster validity analysis using subsampling. SMC 2003: 1435-1440

Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan: Efficient Automated Mining of Fuzzy Association Rules. DEXA 2002: 133-142

Mehmet Kaya, Reda Alhajj: Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities. ICTAI 2002: 469-

Faruk Polat, Ahmet Cosar, Reda Alhajj: Semantic information-based alternative plan generation for multiple query optimization. Inf. Sci. 137(1-4): 103-133 (2001)

Ashraf Elnagar, Reda Alhajj, Saad Harous: Term rewriting and its application to recognizing handwritten Hindu numerals. J. Exp. Theor. Artif. Intell. 13(3): 271-290 (2001)

Reda Alhajj, Faruk Polat: Transferring database contents from a conventional information systemto a corresponding existing object oriented information system. SAC 2001: 220-224

Reda Alhajj, Faruk Polat: Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data. WCRE 2001: 335-344

Reda Alhajj: Simplifying the Formulation of a Wide Range of Object-Oriented Complex Queries. J. Database Manag. 11(2): 20-29 (2000)

Reda Alhajj: An Object-Oriented Query Model: An Algebraic Approach With Closure. J. Inf. Sci. Eng. 16(4): 499-533 (2000)

Osman Abul, Faruk Polat, Reda Alhajj: Multiagent reinforcement learning using function approximation. IEEE Transactions on Systems, Man, and Cybernetics, Part C 30(4): 485-497 (2000)

Reda Alhajj: Deciding on the Equivalence of a Relational Schema and and Object-Oriented Schema. DEXA 2000: 31-40

Osman Abul, Faruk Polat, Reda Alhajj: Function approximation based multi-agent reinforcement learning. ICTAI 2000: 36-39

Reda Alhajj, Faruk Polat: Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy. SAC (1) 2000: 351-355

Reda Alhajj, Ashraf Elnagar: Incremental Materialization of Object-Oriented Views. Data Knowl. Eng. 29(2): 121-145 (1999)

Reda Alhajj, Faruk Polat: Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries. Inf. Sci. 118(1-4): 75-99 (1999)

Faruk Polat, Reda Alhajj: A multi-agent tuple-space based problem solving framework. Journal of Systems and Software 47(1): 11-17 (1999)

Reda Alhajj: A Model that Simplifies the Coding of a Group of Object-Oriented Complex Queries. ADBIS (Short Papers) 1999: 178-184

Reda Alhajj: Documenting Legacy Relational Databases. ER (Workshops) 1999: 161-172

Reda Alhajj, Ashajj Elnagar: A Model for Deferred View Maintenance. IDEAS 1999: 188-196

Reda Alhajj, Faruk Polat: Incrementalk View Maintenance in Object-Oriented Databases. DATA BASE 29(3): 52-64 (1998)

Reda Alhajj, Faruk Polat: Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases. Inf. Sci. 107(1-4): 247-272 (1998)

Reda Alhajj, Faruk Polat: View Maintenance in Object-Oriented Databases. DEXA 1996: 153-162

Reda Alhajj, Faruk Polat: Closure Maintenance in An Object-Oriented Query Model. CIKM 1994: 72-79

Reda Alhajj, M. Erol Arkun: An Object Algebra for Object-Oriented Database Systems. DATA BASE 24(3): 13-22 (1993)

Reda Alhajj, M. Erol Arkun: A Query Model for Object-Oriented Databases. ICDE 1993: 163-172

Reda Alhajj, M. Erol Arkun: A Formal Object-Oriented Query Model and an Algebra. NATO ASI OODBS 1993: 101-116

Reda Alhajj, M. Erol Arkun: Queries in Object-Oriented Database Systems. CIKM 1992: 36-52