Reda Alhajj - RankMe

503 papers A* 8A 7B 58C 65Misc 43Journal 193Unranked 91

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Effective detection of weeds in sesame crop. Netw. Model. Anal. Health Informatics Bioinform. Nawazish Ali, Kashfia Sailunaz, Said AbuShaar, Mehmet Kemal Özdemir, Jon G. Rokne, Reda Alhajj
2026	J	`jnl`	Estimating treatment effects and recommending safe drug policies in prostate cancer inpatients: a causal inference approach towards digital twins. Netw. Model. Anal. Health Informatics Bioinform. Annette John, Reda Alhajj, Jon G. Rokne
2026	J	`jnl`	Mitigating Prompt Dependency in Large Language Models: A Retrieval-Augmented Framework for Intelligent Code Assistance. Softw. Saja Abufarha, Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj
2026	J	`jnl`	The role of LLM-powered chatbots in assisting elderly people: systematic review. Netw. Model. Anal. Health Informatics Bioinform. Hamza Tahir, Mehmet Kemal Özdemir, Reda Alhajj
2025	J	`jnl`	A survey on computational methods used for drug repositioning. Netw. Model. Anal. Health Informatics Bioinform. Eslam Abushaaban, Reda Alhajj
2025	J	`jnl`	A systematic review of AI as a digital twin for prostate cancer care. Comput. Methods Programs Biomed. Annette John, Reda Alhajj, Jon G. Rokne
2025	J	`jnl`	AI-Powered Vulnerability Detection and Patch Management in Cybersecurity: A Systematic Review of Techniques, Challenges, and Emerging Trends. Mach. Learn. Knowl. Extr. Malek Malkawi, Reda Alhajj
2025	J	`jnl`	AI-based tools for early detection and accurate diagnosis of anxiety disorder (systematic review). Netw. Model. Anal. Health Informatics Bioinform. Asmaa Alaaeldin, Reda Alhajj
2025	—	`ed.`	Advances in Social Networks Analysis and Mining - Proceedings of the 16th International Conference on Advances in Social Networks Analysis and Mining - ASONAM 2024 Volume 2 ASONAM (Workshops) I-Hsien Ting, Reda Alhajj, Panagiotis Karampelas, Min-Yuh Day
2025	J	`jnl`	BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse. BMC Bioinform. Qiaowang Li, Yaser Gamallat, Jon G. Rokne, Tarek A. Bismar, Reda Alhajj
2025	J	`jnl`	Comparison of EfficientNet CNN models for multi-label chest X-ray disease diagnosis. PeerJ Comput. Sci. Murat Ucan, Buket Kaya, Osman Aygun, Mehmet Kaya, Reda Alhajj
2025	J	`jnl`	Diagnosis of autism spectrum disorder: a systematic review of clinical and artificial intelligence methods. Netw. Model. Anal. Health Informatics Bioinform. Sahar Taneera, Reda Alhajj
2025	J	`jnl`	Digital twins in healthcare: a review of AI-powered practical applications across health domains. J. Big Data Ziad Elgammal, M. Taleb Albrijawi, Reda Alhajj
2025	J	`jnl`	Eye-XAI: an explainable artificial intelligence approach for eye disease detection using symptom analysis. BMC Medical Informatics Decis. Mak. Ahmed Al Marouf, Md Mozaharul Mottalib, Sadia Sobhana Ridi, Omar Jafarullah, Jon G. Rokne, Reda Alhajj
2025	J	`jnl`	Game-Based Diagnosing of Children with Autism Spectrum Disorder. J. Inf. Knowl. Manag. Sahar Taneera, Sara Samadi, Sedra Özmen, Reda Alhajj
2025	J	`jnl`	Metadata Suffices: Optimizer-Aware Fake Account Detection with Minimal Multimodal Input. Big Data Cogn. Comput. Ziad Elgammal, Khaled Walid Elgammal, Reda Alhajj
2025	J	`jnl`	Predictive container orchestration in the cloud using artificial intelligence techniques. Computing Annette John, Jalal Kawash, Reda Alhajj
2025	J	`jnl`	SkinVisualNet: A Hybrid Deep Learning Approach Leveraging Explainable Models for Identifying Lyme Disease from Skin Rash Images. Mach. Learn. Knowl. Extr. Amir Sohel, Rittik Chandra Das Turjy, Sarbajit Paul Bappy, Md Assaduzzaman, Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj
2025	—	`conf`	Vendor-Specific Vulnerability Analysis: A 26-Year Study of CVE Distribution Patterns. ASONAM (3) Yasamin Akrami, Melisa Saritas, Malek Malkawi, Reda Alhajj
2024	J	`jnl`	A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis. Netw. Model. Anal. Health Informatics Bioinform. Kashfia Sailunaz, Deniz Bestepe, Lama Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
2024	J	`jnl`	A survey on brain tumor image analysis. Medical Biol. Eng. Comput. Kashfia Sailunaz, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
2024	J	`jnl`	CNN-Transformer based emotion classification from facial expressions and body gestures. Multim. Tools Appl. Busra Karatay, Deniz Bestepe, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj
2024	J	`jnl`	Enhanced Potato Pest Identification: A Deep Learning Approach for Identifying Potato Pests. IEEE Access Amir Sohel, Md. Shahriar Shakil, Shah Md. Tanvir Siddiquee, Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj
2024	J	`jnl`	Enhancing ICU Management and Addressing Challenges in Türkiye Through AI-Powered Patient Classification and Increased Usability With ICU Placement Software. IEEE Access Yigit Hakverdi, Melih Urve Gümüs, Ayhan Tastekin, Kadir Idin, Murat Kangin, Tansel Özyer, Reda Alhajj
2024	—	`conf`	Medical Report Generation from Medical Images Using Vision Transformer and Bart Deep Learning Architectures. ASONAM (4) Murat Ucan, Buket Kaya, Mehmet Kaya, Reda Alhajj
2024	J	`jnl`	Twitter analysis in emergency management: recent research and trends. Soc. Netw. Anal. Min. Alireza Arvandi, Jon G. Rokne, Reda Alhajj
2023	J	`jnl`	A comparative study of different pre-trained deep learning models and custom CNN for pancreatic tumor detection. Int. Arab J. Inf. Technol. Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj
2023	J	`jnl`	A survey of machine learning-based methods for COVID-19 medical image analysis. Medical Biol. Eng. Comput. Kashfia Sailunaz, Tansel Özyer, Jon G. Rokne, Reda Alhajj
2023	B	`conf`	Creating a Learning Profile by Using Face and Emotion Recognition. ASONAM Tansel Özyer, Gözde Yurtdas, Loubaba Alhajj, Jon G. Rokne, Kashfia Sailunaz, Reda Alhajj
2023	—	`conf`	Exploring Gene Expression and Clinical Data for Identifying Prostate Cancer Severity Levels using Machine Learning Methods. CCECE Ahmed Al Marouf, Reda Alhajj, Jon G. Rokne, Sunita Ghose, Tarek A. Bismar
2023	—	`ed.`	IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023 BIBM Xingpeng Jiang, HaiYing Wang, Reda Alhajj, Xiaohua Hu, Felix Engel, Mufti Mahmud, Nadia Pisanti, Xuefeng Cui, Hong Song
2023	B	`conf`	Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast Cancer Subtypes and Prognosis. ASONAM Tansel Özyer, Reyhan Zeynep Pek, Muhammed Talha Zavalsiz, Melis Serdar, Sleiman Alhajj, Lama Alhajj, Jon G. Rokne, Reda Alhajj, Kashfia Sailunaz
2023	B	`conf`	KoExPubMed: A Tool for Effective and Customized Knowledge Extraction from PubMed. ASONAM Tansel Özyer, Reda Alhajj, Jon G. Rokne, Kashfia Sailunaz, Gabriela Jurca, Deniz Bestepe, Lama Alhajj, Busra Kartay
2023	J	`jnl`	MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F. M. Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne
2023	Misc	`conf`	Real-time web-based International Flight Tickets Recommendation System via Apache Spark. IRI Malek Malkawi, Reda Alhajj
2023	J	`jnl`	The Role of Machine Learning in Identifying Students At-Risk and Minimizing Failure. IEEE Access Reyhan Zeynep Pek, Sibel Tariyan Özyer, Tarek Elhage, Tansel Özyer, Reda Alhajj
2022	—	`conf`	A Prediction Approach for the Functional Effects of Non-Coding Gene Variants. ACIT Gözde Yurtdas, Kagan Aslan, Sibel Tariyan Özyer, Tansel Özyer, Mehmet Kaya, Reda Alhajj
2022	J	`jnl`	AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray. CoRR Gulsade Rabia Cakmak, Ibrahim Ethem Hamamci, Mehmet Kursat Yilmaz, Reda Alhajj, Ibrahim Azboy, Mehmet Kemal Özdemir
2022	B	`conf`	Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO). ASONAM Serkan Üçer, Tansel Özyer, Reda Alhajj
2022	—	`conf`	Convex Hull in Brain Tumor Segmentation. BI Kashfia Sailunaz, Deniz Bestepe, Sleiman Alhajj, Tansel Özyer, Jon G. Rokne, Reda Alhajj
2022	J	`jnl`	Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users - A Study on the Demise of a Bollywood Celebrity. Big Data Cogn. Comput. Ahmed Al Marouf, Jon G. Rokne, Reda Alhajj
2022	B	`conf`	NetDriller-V3: A Powerful Social Network Analysis Tool. ASONAM Salim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj
2022	—	`conf`	Pancreatic Tumor Detection by Convolutional Neural Networks. ACIT Muhammed Talha Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj
2022	J	`jnl`	Tweet and user validation with supervised feature ranking and rumor classification. Multim. Tools Appl. Kashfia Sailunaz, Jalal Kawash, Reda Alhajj
2021	J	`jnl`	A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). IEEE Access Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
2021	B	`conf`	Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner. ASONAM Malek Malkawi, Tansel Özyer, Reda Alhajj
2021	B	`conf`	Detecting spam tweets using machine learning and effective preprocessing. ASONAM Berk Kardas, Ismail Erdem Bayar, Tansel Özyer, Reda Alhajj
2021	—	`conf`	Driver Drowsiness Detection by Employing CNN and Dlib. ACIT Nawazish Ali, Imran Hasan, Tansel Özyer, Reda Alhajj
2021	—	`conf`	H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images. CAIP (1) Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
2021	B	`conf`	Hot topic detection and evaluation of multi-relation effects. ASONAM Nadir Emre Zirbilek, Mustafa Erakin, Tansel Özyer, Reda Alhajj
2021	J	`jnl`	Human action recognition approaches with video datasets - A survey. Knowl. Based Syst. Tansel Özyer, Ak Duygu Selin, Reda Alhajj
2021	J	`jnl`	Integrated framework for criminal network extraction from Web. J. Inf. Sci. Salim Afra, Reda Alhajj
2021	—	`conf`	Matching Applicants with Positions for Better Allocation of Employees in the Job Market. ACIT Ziad Elgammal, Abdullah Barmu, Hamza Hassan, Khaled Walid Elgammal, Tansel Özyer, Reda Alhajj
2021	B	`conf`	Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph. ASONAM M. Taleb Albrijawi, Amrou Haj Ibrahim, Reda Alhajj
2021	J	`jnl`	SNF-CVAE: Computational method to predict drug-disease interactions using similarity network fusion and collective variational autoencoder. Knowl. Based Syst. Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
2021	J	`jnl`	SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks. BMC Bioinform. Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
2020	J	`jnl`	A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). CoRR Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
2020	J	`jnl`	A password creation and validation system for social media platforms based on big data analytics. J. Ambient Intell. Humaniz. Comput. Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2020	J	`jnl`	A review of computational drug repositioning: strategies, approaches, opportunities, challenges, and directions. J. Cheminformatics Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
2020	B	`conf`	Recent Trends in Emotion Analysis: A Big Data Analysis Perspective. ASONAM Tansel Özyer, Ak Duygu Selin, Reda Alhajj
2020	B	`conf`	Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images. ICPR Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton
2020	J	`jnl`	Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images. CoRR Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton
2020	—	`conf`	Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images. ACCV (5) Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew J. Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton
2020	J	`jnl`	Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images. CoRR Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew J. Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton
2019	B	`conf`	A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network. ASONAM Hüseyin Vural, Mehmet Kaya, Reda Alhajj
2019	J	`jnl`	CutESC: Cutting edge spatial clustering technique based on proximity graphs. Pattern Recognit. Alper Aksaç, Tansel Özyer, Reda Alhajj
2019	—	`ch.`	Detecting Canadian Internet Satisfaction by Analyzing Twitter Accounts of Shaw Communications - Analyzing Twitter Accounts of Shaw Communications. Influence and Behavior Analysis in Social Networks and Social Media Satara Cressy, B. L. Pham, Hannah Wright, Reda Alhajj
2019	J	`jnl`	Effective induction of gene regulatory networks using a novel recommendation method. Int. J. Data Min. Bioinform. Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2019	J	`jnl`	Emotion and sentiment analysis from Twitter text. J. Comput. Sci. Kashfia Sailunaz, Reda Alhajj
2019	J	`jnl`	Glaucoma detection using image processing techniques: A literature review. Comput. Medical Imaging Graph. Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
2019	—	`book`	Influence and Behavior Analysis in Social Networks and Social Media Mehmet Kaya, Reda Alhajj
2019	B	`conf`	Multivariate motif detection in local weather big data. ASONAM Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2019	J	`jnl`	Recommender System for Items in Dota 2. IEEE Trans. Games Wenli Looi, Manmeet Dhaliwal, Reda Alhajj, Jon G. Rokne
2019	B	`conf`	Text mining for malware classification using multivariate all repeated patterns detection. ASONAM Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2018	B	`conf`	A Paper Recommendation System Based on User's Research Interests. ASONAM Betul Bulut, Buket Kaya, Reda Alhajj, Mehmet Kaya
2018	—	`conf`	Advanced Technology and Social Media Influence on Research, Industry and Community. CIIA Reda Alhajj
2018	B	`conf`	Clickstream Analytics: An Experimental Analysis of the Amazon Users' Simulated Monthly Traffic. ASONAM Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2018	—	`ch.`	Combining Feature Extraction and Clustering for Better Face Recognition. Social Network Based Big Data Analysis and Applications Salim Afra, Reda Alhajj
2018	J	`jnl`	Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj
2018	—	`ch.`	Diversity and Influence as Key Measures to Assess Candidates for Hiring or Promotion in Academia. Social Network Based Big Data Analysis and Applications Gabriela Jurca, Omar Addam, Jon G. Rokne, Reda Alhajj
2018	—	`ch.`	Dynamic Pattern Detection for Big Data Stream Analytics. Social Network Based Big Data Analysis and Applications Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2018	J	`jnl`	Emotion detection from text and speech: a survey. Soc. Netw. Anal. Min. Kashfia Sailunaz, Manmeet Dhaliwal, Jon G. Rokne, Reda Alhajj
2018	—	`book`	Encyclopedia of Social Network Analysis and Mining, 2nd Edition Reda Alhajj, Jon G. Rokne
2018	J	`jnl`	Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks. Inf. Sci. Ertan Bütün, Mehmet Kaya, Reda Alhajj
2018	J	`jnl`	Integrating flexibility and fuzziness into a question driven query model. Inf. Sci. Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
2018	J	`jnl`	Integration of k-means clustering algorithm with network analysis for drug-target interactions network prediction. Int. J. Data Min. Bioinform. Sara Aghakhani, Ala Qabaja, Reda Alhajj
2018	—	`ed.`	Network Intelligence Meets User Centered Social Media Networks [4th European Network Intelligence Conference, ENIC 2017, Duisburg, Germany, September 11-12, 2017] ENIC Reda Alhajj, Heinz Ulrich Hoppe, Tobias Hecking, Piotr Bródka, Przemyslaw Kazienko
2018	—	`conf`	Periodicity detection in turkish stock market. SIU Ekim Kurtulmaz, Ravsan Aziz, Ural Ucar, Tansel Özyer, Reda Alhajj
2018	B	`conf`	Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure. ASONAM Hüseyin Vural, Buket Kaya, Reda Alhajj, Mehmet Kaya
2018	J	`jnl`	Realizing drug repositioning by adapting a recommendation system to handle the process. BMC Bioinform. Makbule Gulcin Ozsoy, Tansel Özyer, Faruk Polat, Reda Alhajj
2018	J	`jnl`	Review Spam Detection by Highlighting Potential Spammers and Diminishing Their Effect. Int. J. E Bus. Res. Fatemeh Keshavarz, Ayeshaa Abdul Waheed, Btissam Rachdi, Reda Alhajj
2018	B	`conf`	Text Mining for Plagiarism Detection: Multivariate Pattern Detection for Recognition of Text Similarities. ASONAM Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2018	—	`ch.`	Timelines of Prostate Cancer Biomarkers. Social Network Based Big Data Analysis and Applications Gabriela Jurca, Omar Addam, Jon G. Rokne, Reda Alhajj
2017	B	`conf`	A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks. ASONAM Ertan Bütün, Mehmet Kaya, Reda Alhajj
2017	J	`jnl`	Advanced Network Data Analytics for Large-Scale DDoS Attack Detection. Int. J. Cyber Warf. Terror. Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2017	Misc	`conf`	An Effective LmRMR for Financial Variable Selection and its Applications. IRI Sara Aghakhani, Reda Alhajj, Jon G. Rokne, Philip Chang
2017	J	`jnl`	Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Utku Sirin, Faruk Polat, Reda Alhajj
2017	J	`jnl`	Complex networks driven salient region detection based on superpixel segmentation. Pattern Recognit. Alper Aksaç, Tansel Özyer, Reda Alhajj
2017	B	`conf`	Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development to Community Reaction. ASONAM Ahmad Kassem, Umut Ozan Yildirim, Kadir Anil Turgut, Uffe Kock Wiil, Tansel Özyer, Reda Alhajj
2017	J	`jnl`	Employing decomposable partially observable Markov decision processes to control gene regulatory networks. Artif. Intell. Medicine Utku Erdogdu, Faruk Polat, Reda Alhajj
2017	B	`conf`	From Social Media Analysis to Ubiquitous Event Monitoring: The case of Turkish Tweets. ASONAM Ahmet Enis Erdogan, Tolga Yilmaz, Onur Can Sert, Mirun Akyüz, Tansel Özyer, Reda Alhajj
2017	—	`ch.`	Link Prediction by Network Analysis. Prediction and Inference from Social Networks and Social Media Salim Afra, Alper Aksaç, Tansel Özyer, Reda Alhajj
2017	J	`jnl`	Prediction Model of School Readiness. J. Inf. Knowl. Manag. Iyad Suleiman, Maha Arslan, Reda Alhajj, Mick J. Ridley
2017	J	`jnl`	Social network Analysis-based classifier (SNAc): A case study on time course gene expression data. Comput. Methods Programs Biomed. Serkan Üçer, Yunuscan Kocak, Tansel Özyer, Reda Alhajj
2017	—	`conf`	Text Mining in Unclean, Noisy or Scrambled Datasets for Digital Forensics Analytics. EISIC Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2016	B	`conf`	A new topological metric for link prediction in directed, weighted and temporal networks. ASONAM Ertan Butun, Mehmet Kaya, Reda Alhajj
2016	J	`jnl`	A novel multi-objective genetic algorithm for multiple sequence alignment. Int. J. Data Min. Bioinform. Mehmet Kaya, Buket Kaya, Reda Alhajj
2016	B	`conf`	Classification of HIV data by constructing a social network with frequent itemsets. ASONAM Yunuscan Kocak, Tansel Özyer, Reda Alhajj
2016	J	`jnl`	Effective gene expression data generation framework based on multi-model approach. Artif. Intell. Medicine Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj
2016	J	`jnl`	Foreign exchange data crawling and analysis for knowledge discovery leading to informative decision making. Knowl. Based Syst. Omar Addam, Alan Chia-Lung Chen, Winsor Hoang, Jon G. Rokne, Reda Alhajj
2016	B	`conf`	Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points. ASONAM Konstantinos F. Xylogiannopoulos, Reda Alhajj, Panagiotis Karampelas
2016	J	`jnl`	Making recommendations by integrating information from multiple social networks. Appl. Intell. Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2016	J	`jnl`	Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays. Appl. Intell. Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2016	B	`conf`	Time preference aware dynamic recommendation enhanced with location, social network and temporal information. ASONAM Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2016	J	`jnl`	Utilizing maximal frequent itemsets and social network analysis for HIV data analysis. J. Cheminformatics Yunuscan Kocak, Tansel Özyer, Reda Alhajj
2015	J	`jnl`	Approximating the maximum common subgraph isomorphism problem with a weighted graph. Knowl. Based Syst. Alan Chia-Lung Chen, Ahmad Elhajj, Shang Gao, Abdullah Sarhan, Salim Afra, Ahmad Kassem, Reda Alhajj
2015	Misc	`ed.`	Artificial Intelligence Applications and Innovations - 11th IFIP WG 12.5 International Conference, AIAI 2015, Bayonne, France, September 14-17, 2015, Proceedings AIAI Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj
2015	J	`jnl`	Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation. Appl. Intell. Orkun Ozturk, Alper Aksaç, Tansel Özyer, Reda Alhajj
2015	J	`jnl`	Computational Aspects of Social Network Analysis. Sci. Program. Przemyslaw Kazienko, Reda Alhajj, Jaideep Srivastava
2015	—	`conf`	Discretization Method for the Detection of Local Extrema and Trends in Non-discrete Time Series. ICEIS (1) Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2015	—	`conf`	Inference of gene regulatory networks via multiple data sources and a recommendation method. BIBM Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2015	—	`conf`	Integrating multiple sources of genomic data by multiplex network reconstruction. BIBM Shang Gao, W. Y. Zou, Yuanyuan Liu, Xingwang Wang, Y. Zhuang, X. W. Wei, Reda Alhajj
2015	B	`conf`	Modeling Individuals and Making Recommendations Using Multiple Social Networks. ASONAM Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2015	J	`jnl`	On personalizing Web search using social network analysis. Inf. Sci. M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2015	—	`ed.`	Proceedings of the Special Tracks and Workshops at the 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2015), Bayonne, France, September 14-17, 2015. AIAI (Workshops) Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj
2015	—	`conf`	Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining. ICSC M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2015	B	`conf`	Sequential All Frequent Itemsets Detection: A Method to Detect All Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data Structure and ARPaD Algorithm. ASONAM Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2015	—	`ch.`	Social Network Analysis for Biometric Template Protection. Applications of Social Media and Social Network Analysis Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj
2015	B	`conf`	Tactics, weapons, targets and rationale behind the actions of the mostly operational terrorist groups across Europe. ASONAM Ioanna K. Lekea, Panagiotis Karampelas, Konstantinos F. Xylogiannopoulos, Reda Alhajj
2015	B	`conf`	Time Frame based Link Prediction in Directed Citation Networks. ASONAM Mujtaba Jawed, Mehmet Kaya, Reda Alhajj
2015	J	`jnl`	Verification of lack of emergent behavior in extending a social network of agents. Soc. Netw. Anal. Min. Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far
2015	B	`conf`	Weighted Fusion of Bit Plane-Specific Local Image Descriptors for Facial Expression Recognition. SMC Faisal Ahmed, Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj
2014	J	`jnl`	A Framework for Periodic Outlier Pattern Detection in Time-Series Sequences. IEEE Trans. Cybern. Faraz Rasheed, Reda Alhajj
2014	—	`conf`	Adaptive multi-stream score fusion for illumination invariant face recognition. CIBIM Madeena Sultana, Marina L. Gavrilova, Reda Alhajj, Svetlana N. Yanushkevich
2014	Misc	`conf`	Analyzing Alzheimer's disease gene expression dataset using clustering and association rule mining. IRI Benoit Le Queau, M. Omair Shafiq, Reda Alhajj
2014	Misc	`conf`	Analyzing immediate correlations between names and pop culture of North America in the 21st century. IRI Abra Gurnett, Robin Besson, M. Omair Shafiq, Reda Alhajj
2014	J	`jnl`	Analyzing very large time series using suffix arrays. Appl. Intell. Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2014	Misc	`conf`	Bayesian updating for time series missing data discovery and uncertainty estimation (TSMDDUE). IRI Sara Aghakhani, Reda Alhajj, Philip Chang
2014	Misc	`conf`	Data integration and clustering for real time crash prediction. IRI Elahe Paikari, Mohammad Moshirpour, Reda Alhajj, Behrouz H. Far
2014	J	`jnl`	Decision Fusion for Multimodal Biometrics Using Social Network Analysis. IEEE Trans. Syst. Man Cybern. Syst. Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj
2014	J	`jnl`	Development of multidimensional academic information networks with a novel data cube based modeling method. Inf. Sci. Mehmet Kaya, Reda Alhajj
2014	C	`conf`	Early DDoS Detection Based on Data Mining Techniques. WISTP Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2014	—	`book`	Encyclopedia of Social Network Analysis and Mining Encyclopedia of Social Network Analysis and Mining Reda Alhajj, Jon G. Rokne
2014	J	`jnl`	Evaluating predictive performance of network biomarkers with network structures. J. Bioinform. Comput. Biol. Shang Gao, Ibrahim Karakira, Salim Afra, Ghada Naji, Reda Alhajj, Jia Zeng, Douglas J. Demetrick
2014	J	`jnl`	Experimental Analysis on the Normality of π, e, φ, sqrt(2) Using Advanced Data-Mining Techniques. Exp. Math. Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2014	C	`conf`	Fast Frequent Pattern Detection Using Prime Numbers. IDEAL Konstantinos F. Xylogiannopoulos, Omar Addam, Panagiotis Karampelas, Reda Alhajj
2014	A	`conf`	Frequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking. ICWS M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	Misc	`conf`	From requirements to software design: An automated solution for packaging software classes. IRI Yasaman Amannejad, Mohammad Moshirpour, Behrouz Homayoun Far, Reda Alhajj
2014	J	`jnl`	Graph-based approach for outlier detection in sequential data and its application on stock market and weather data. Knowl. Based Syst. Ali Rahmani, Salim Afra, Omar Zarour, Omar Addam, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
2014	B	`conf`	Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management. ASONAM M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	J	`jnl`	Log based business process engineering using fuzzy web service discovery. Knowl. Based Syst. M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	C	`conf`	Multi-objective optimization based location and social network aware recommendation. CollaborateCom Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj
2014	J	`jnl`	Multiple sequence alignment with affine gap by using multi-objective genetic algorithm. Comput. Methods Programs Biomed. Mehmet Kaya, Abdullah Sarhan, Reda Alhajj
2014	J	`jnl`	Prediction of gene-based drug indications using compendia of public gene expression data and PubMed abstracts. J. Bioinform. Comput. Biol. Ala Qabaja, Tamer N. Jarada, Abdallah M. ElSheikh, Reda Alhajj
2014	J	`jnl`	Prediction of novel drug indications using network driven biological data prioritization and integration. J. Cheminformatics Ala Qabaja, Mohammed Alshalalfa, Eisa Alanazi, Reda Alhajj
2014	—	`conf`	Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management. ICCI*CC M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	J	`jnl`	Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data. Knowl. Based Syst. Peter Peng, Omar Addam, Mohamad Elzohbi, Sibel Tariyan Özyer, Ahmad Elhajj, Shang Gao, Yimin Liu, Tansel Özyer, Mehmet Kaya, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
2014	B	`conf`	Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods. ASONAM Lukasz Augustyniak, Tomasz Kajdanowicz, Piotr Szymanski, Wlodzimierz Tuliglowicz, Przemyslaw Kazienko, Reda Alhajj, Boleslaw K. Szymanski
2014	J	`jnl`	Social media analysis and summarization for opinion mining: a business case study. Soc. Netw. Anal. Min. Ali Rahmani, Alan Chia-Lung Chen, Abdullah Sarhan, Jamal Jida, Mohammad Rifaie, Reda Alhajj
2014	J	`jnl`	The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process. J. Organ. Comput. Electron. Commer. Wadhah Almansoori, Omar Addam, Omar Zarour, Mohamad Elzohbi, Abdullah Sarhan, Mehmet Kaya, Jon G. Rokne, Reda Alhajj
2014	J	`jnl`	Visualization of health indicators: utilizing data mining techniques and statistical analysis for effective comparison of user profiles. Netw. Model. Anal. Health Informatics Bioinform. Jessica Szeto, Anthony Lycett, Xuan Yi, Salim Afra, Abdullah Sarhan, Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2013	B	`conf`	Analyzing the scalability of a social network of agents. ASONAM Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far
2013	B	`conf`	Combining information extraction and text mining for cancer biomarker detection. ASONAM Khaled Dawoud, Shang Gao, Ala Qabaja, Panagiotis Karampelas, Reda Alhajj
2013	—	`ch.`	Detecting Emergent Behavior in a Social Network of Agents. The Influence of Technology on Social Network Analysis and Mining Mohammad Moshirpour, Shimaa M. El-Sherif, Behrouz H. Far, Reda Alhajj
2013	—	`ch.`	Developing a Hybrid Framework for a Web-Page Recommender System. Mining Social Networks and Security Informatics Vasileios Anastopoulos, Panagiotis Karampelas, Reda Alhajj
2013	J	`jnl`	Effective web log mining and online navigational pattern prediction. Knowl. Based Syst. Abdelghani Guerbas, Omar Addam, Omar Zarour, Mohamad Nagi, Ahmad Elhajj, Mick J. Ridley, Reda Alhajj
2013	J	`jnl`	Effectiveness of template detection on noise reduction and websites summarization. Inf. Sci. Derar Alassi, Reda Alhajj
2013	A*	`conf`	Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks. IJCAI Utku Sirin, Faruk Polat, Reda Alhajj
2013	—	`ch.`	Estimating the Importance of Terrorists in a Terror Network. Mining Social Networks and Security Informatics Ahmed Elhajj, Abdallah M. ElSheikh, Omar Addam, Mohamad Alzohbi, Omar Zarour, Alper Aksaç, Orkun Öztürk, Tansel Özyer, Mick J. Ridley, Reda Alhajj
2013	—	`ch.`	Integrating Online Social Network Analysis in Personalized Web Search. The Influence of Technology on Social Network Analysis and Mining M. Omair Shafiq, Tamer N. Jarada, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne
2013	J	`jnl`	Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data. Int. J. Data Min. Bioinform. Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Jon G. Rokne, Douglas J. Demetrick
2013	J	`jnl`	MCF: A tool to find multi-scale community profiles in biological networks. Comput. Methods Programs Biomed. Shang Gao, Alan Chia-Lung Chen, Ali Rahmani, Tamer N. Jarada, Reda Alhajj, Douglas J. Demetrick, Jia Zeng
2013	J	`jnl`	Out-of-core detection of periodicity from sequence databases. Knowl. Inf. Syst. Faraz Rasheed, Muhaimenul Adnan, Reda Alhajj
2013	Misc	`conf`	Parse tree based approach for processing XML streams. IRI Mohammad Khabbaz, Dirar Assi, Reda Alhajj, Moustafa A. Hammad
2013	J	`jnl`	Protein network-based Lasso regression model for the construction of disease-miRNA functional interactions. EURASIP J. Bioinform. Syst. Biol. Ala Qabaja, Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj
2013	J	`jnl`	Subtree selection in kernels for graph classification. Int. J. Data Min. Bioinform. Mehmet Tan, Faruk Polat, Reda Alhajj
2013	J	`jnl`	Using context-specific effect of miRNAs to identify functional associations between miRNAs and gene signatures. BMC Bioinform. Mohammed Al-Shalalfa, Reda Alhajj
2012	A*	`conf`	AskFuzzy: Attractive Visual Fuzzy Query Builder. ICDE Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj
2012	Misc	`conf`	Automated ontology construction from scenario based software requirements using clustering techniques. IRI Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Reda Alhajj, Behrouz H. Far
2012	J	`jnl`	Detecting Cancer Outlier Genes with Potential Rearrangement Using Gene Expression Data and Biological Networks. Adv. Bioinformatics Mohammed Al-Shalalfa, Tarek A. Bismar, Reda Alhajj
2012	J	`jnl`	Detecting microRNAs of high influence on protein functional interaction networks: a prostate cancer case study. BMC Syst. Biol. Mohammed Alshalalfa, Gary D. Bader, Anna Goldenberg, Quaid Morris, Reda Alhajj
2012	B	`conf`	Developing an Efficient Health Clinical Application: IIOP Distributed Objects Framework. ASONAM Ayman N. Murshed, Wadhah Almansoori, Kostas F. Xylogiannopoulos, Mohamad Elzohbi, Reda Alhajj, Jon G. Rokne
2012	—	`conf`	Effective Enrichment of Gene Expression Data Sets. ICMLA (1) Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj
2012	J	`jnl`	Effectiveness of NAQ-tree in handling reverse nearest-neighbor queries in high-dimensional metric space. Knowl. Inf. Syst. Ming Zhang, Reda Alhajj
2012	J	`jnl`	Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble. Expert Syst. Appl. Ela Yildizer, Ali Metin Balci, Mohammad A. Hassan, Reda Alhajj
2012	Misc	`conf`	Electronic medical referral system: Decision support and recommendation approach. IRI Wadhah Almansoori, Ayman Murshid, Kostas F. Xylogiannopoulos, Reda Alhajj, Jon G. Rokne
2012	J	`jnl`	Employing Structural and Textual Feature Extraction for Semistructured Document Classification. IEEE Trans. Syst. Man Cybern. Part C Mohammad Khabbaz, Keivan Kianmehr, Reda Alhajj
2012	Misc	`conf`	Examining social networks between educational institutions, industrial partners, and the Canadian government. IRI Connie Yau, Mark Straight, Rahul Bir, Omar Addam, M. Omair Shafiq, Reda Alhajj
2012	—	`conf`	Finding Hidden Nodes by Checking for Missing Nodes against Past Social Networks. NBiS Alan Chia-Lung Chen, Mohamad Elzohbi, Ahmad Elhajj, Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Mick J. Ridley, Reda Alhajj
2012	J	`jnl`	Functional characterization of drug-protein interactions network. Intell. Data Anal. Mona Okasha, Abdallah M. ElSheikh, Mohammed Al-Shalalfa, Ghada Naji, Reda Alhajj, Jon G. Rokne
2012	C	`conf`	Functional characterization of miRNAs in prostate cancer using functional protein networks. CIBCB Mohammed Al-Shalalfa, Ala Qabaja, Tarek A. Bismar, Reda Alhajj
2012	—	`conf`	Identifying cancer biomarkers by knowledge discovery from medical literature. ICCABS Khaled Dawoud, Ala Qabaja, Shang Gao, Reda Alhajj, Jon G. Rokne
2012	—	`conf`	Integrating protein networks for identifying cooperative miRNA activity in disease gene signatures. BIBM Mohammed Al-Shalalfa, Reda Alhajj
2012	J	`jnl`	Integrating wavelets with clustering and indexing for effective content-based image retrieval. Knowl. Based Syst. Ela Yildizer, Ali Metin Balci, Tamer N. Jarada, Reda Alhajj
2012	J	`jnl`	Link prediction and classification in social networks and its application in healthcare and systems biology. Netw. Model. Anal. Health Informatics Bioinform. Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Abdallah M. ElSheikh, Ayman N. Murshed, Jamal Jida, Reda Alhajj, Jon G. Rokne
2012	B	`conf`	Minimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series. ICTAI Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2012	J	`jnl`	Network Modeling and Analysis in Health Informatics and Bioinformatics Journal. Netw. Model. Anal. Health Informatics Bioinform. Reda Alhajj
2012	B	`conf`	Partially Observable Gene Regulatory Network Control without a Boundary on Horizon. ICTAI Utku Erdogdu, Faruk Polat, Reda Alhajj
2012	J	`jnl`	Periodic pattern analysis of non-uniformly sampled stock market data. Intell. Data Anal. Faraz Rasheed, Reda Alhajj
2012	—	`conf`	Periodicity data mining in time series using Suffix Arrays. IEEE Conf. of Intelligent Systems Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2012	J	`jnl`	Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based Learning. IEEE Trans. Syst. Man Cybern. Part C Mohammed Al-Shalalfa, Mehmet Tan, Ghada Naji, Reda Alhajj, Faruk Polat, Jon G. Rokne
2012	J	`jnl`	Robust framework for recommending restructuring of websites by analysing web usage and web structure data. Int. J. Bus. Intell. Data Min. 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
2012	C	`conf`	Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis. CIBCB 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
2012	B	`conf`	Stock Market Investment Advice: A Social Network Approach. ASONAM Negar Koochakzadeh, Keivan Kianmehr, Atieh Sarraf, Reda Alhajj
2012	J	`jnl`	Success story of the SNAM Journal: fast progress into a well-established and reputable venue. Soc. Netw. Anal. Min. Reda Alhajj
2012	J	`jnl`	TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML. Inf. Sci. Ömer Özgün Isikman, Tansel Özyer, Omar Zarour, Reda Alhajj, Faruk Polat
2012	J	`jnl`	The Unification and Assessment of Multi-Objective Clustering Results of Categorical Datasets with H-Confidence Metric. J. Univers. Comput. Sci. Onur Can Sert, Kayhan Dursun, Tansel Özyer, Jamal Jida, Reda Alhajj
2011	J	`jnl`	A Bounded and Adaptive Memory-Based Approach to Mine Frequent Patterns From Very Large Databases. IEEE Trans. Syst. Man Cybern. Part B Muhaimenul Adnan, Reda Alhajj
2011	—	`ch.`	A Global Measure for Estimating the Degree of Organization and Effectiveness of Individual Actors with Application to Terrorist Networks. Counterterrorism and Open Source Intelligence Sara Aghakhani, Khaled Dawoud, Reda Alhajj, Jon G. Rokne
2011	—	`conf`	A Hybrid Framework for Building a Web-Page Recommender System. EISIC Vasileios Anastopoulos, Panagiotis Karampelas, Panagiotis Kalagiakos, Reda Alhajj
2011	J	`jnl`	A fuzzy prediction model for calling communities. Int. J. Netw. Virtual Organisations Keivan Kianmehr, Reda Alhajj
2011	C	`conf`	Applications of Social Network Construction and Analysis in the Medical Referral Process. DASC Wadhah Almansoori, Omar Zarour, Tamer N. Jarada, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj
2011	Misc	`conf`	Association rules mining based approach for Web usage mining. IRI Mohamad Nagi, Abdallah M. ElSheikh, Iyad Suleiman, Peter Peng, Mohammad Rifaie, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
2011	J	`jnl`	Combining multiple perspective as intelligent agents into robust approach for biomarker detection in gene expression data. Int. J. Data Min. Bioinform. Mohammed Al-Shalalfa, Ghada Naji, Ala Qabaja, Reda Alhajj, Jon G. Rokne
2011	B	`conf`	Detecting emergent behavior in distributed systems using an ontology based methodology. SMC Mohammad Moshirpour, Reda Alhajj, Mahmood Moussavi, Behrouz H. Far
2011	J	`jnl`	Discovering cancer biomarkers: from DNA to communities of genes. Int. J. Netw. Virtual Organisations Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne
2011	J	`jnl`	Effective monitoring by efficient fingerprint matching using a forest of NAQ-trees. J. Intell. Inf. Syst. Ming Zhang, Keivan Kianmehr, Reda Alhajj
2011	J	`jnl`	Effectiveness of Heuristic Based Approach on the Performance of Indexing and Clustering of High Dimensional Data. J. Inf. Knowl. Manag. Alan Chia-Lung Chen, Shang Gao, Tamer N. Jarada, Ming Zhang, Christos Pavlatos, Panagiotis Karampelas, Reda Alhajj
2011	—	`ch.`	Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers. Counterterrorism and Open Source Intelligence Ghada Naji, Mohamad Nagi, Abdallah M. ElSheikh, Shang Gao, Keivan Kianmehr, Tansel Özyer, Jon G. Rokne, Douglas J. Demetrick, Mick J. Ridley, Reda Alhajj
2011	J	`jnl`	Efficient Periodicity Mining in Time Series Databases Using Suffix Trees. IEEE Trans. Knowl. Data Eng. Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj
2011	—	`conf`	Employing Frequent Pattern Mining for Finding Correlations between Tables in Relational Databases. ITNG Ali Rahmani, Mohamad Nagi, Mohammad Rifaie, Keivan Kianmehr, Mick J. Ridley, Reda Alhajj, Jon G. Rokne
2011	—	`conf`	Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. BIBM Utku Erdogdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Douglas J. Demetrick, Jon G. Rokne
2011	—	`ch.`	Finding Hidden Links in Terrorist Networks by Checking Indirect Links of Different Sub-Networks. Counterterrorism and Open Source Intelligence Alan Chia-Lung Chen, Shang Gao, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne
2011	C	`conf`	From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data. IDEAL 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
2011	C	`conf`	From Fuzzy Association Rule Mining to Effective Classification Framework. IDEAL Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
2011	J	`jnl`	Fuzzy association rule mining framework and its application to effective fuzzy associative classification. WIREs Data Mining Knowl. Discov. Keivan Kianmehr, Mehmet Kaya, Abdallah M. ElSheikh, Jamal Jida, Reda Alhajj
2011	J	`jnl`	Harvesting covert networks: a case study of the iMiner database. Int. J. Netw. Virtual Organisations Nasrullah Memon, Uffe Kock Wiil, Reda Alhajj, Claus Atzenbeck, Nicholas Harkiolakis
2011	J	`jnl`	Influence of Prior Knowledge in Constraint-Based Learning of Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat
2011	—	`ch.`	Integrating Content and Structure into a Comprehensive Framework for XML Document Similarity Represented in 3D Space. Learning Structure and Schemas from Documents Eric Draken, Tamer N. Jarada, Keivan Kianmehr, Reda Alhajj
2011	J	`jnl`	Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation. Appl. Intell. Tansel Özyer, Ming Zhang, Reda Alhajj
2011	J	`jnl`	Introduction to the first issue of Social Network Analysis and Mining journal. Soc. Netw. Anal. Min. Nasrullah Memon, Reda Alhajj
2011	J	`jnl`	Introduction to the second issue of Soc. Netw. Anal. Min. Reda Alhajj, Nasrullah Memon
2011	Misc	`conf`	Link prediction and classification in social networks and its application in healthcare. IRI Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Reda Alhajj, Jon G. Rokne
2011	Misc	`conf`	Message from program co-chairs. IRI Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu
2011	J	`jnl`	Mining sequential patterns with extensible knowledge representation. Intell. Data Anal. Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan
2011	—	`conf`	NetDriller: A Powerful Social Network Analysis Tool. ICDM Workshops Negar Koochakzadeh, Atieh Sarraf, Keivan Kianmehr, Jon G. Rokne, Reda Alhajj
2011	C	`conf`	On the Social Aspects of Personalized Ranking for Web Services. HPCC M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2011	Misc	`conf`	Research 2.0: Research-supporting features of World Wide Web. IRI Joe Strathern, Samer Awadh, Samir Chokshi, M. Omair Shafiq, Reda Alhajj
2011	C	`conf`	Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study. iiWAS Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj
2011	C	`conf`	Simple and effective behavior tracking by post processing of association rules into segments. iiWAS Alan Chia-Lung Chen, Kostas F. Xylogiannopoulos, Tamer N. Jarada, Omar Zarour, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj
2011	C	`conf`	Social Network Analysis in Software Testing to Categorize Unit Test Cases Based on Coverage Information. HPCC Negar Koochakzadeh, Reda Alhajj
2011	—	`conf`	Stock Investment Decision Making: A Social Network Approach. ISMIS Industrial Session Negar Koochakzadeh, Fatemeh Keshavarz, Atieh Sarraf, Ali Rahmani, Keivan Kianmehr, Mohammad Rifaie, Reda Alhajj, Jon G. Rokne
2011	—	`conf`	The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks. IAT Utku Erdogdu, Reda Alhajj, Faruk Polat
2010	B	`conf`	A Global Measure for Estimating the Degree of Organization of Terrorist Networks. ASONAM Khaled Dawoud, Reda Alhajj, Jon G. Rokne
2010	C	`conf`	A novel client-based approach for signing and checking web forms by using XML against DoS attacks. iiWAS Kaziim Sarikaya, Duygu Sarikaya, Tamer N. Jarada, Shang Gao, Tansel Özyer, Reda Alhajj
2010	—	`conf`	Adaptive query processing in data stream management systems under limited memory resources. PIKM Fatima Farag, Moustafa A. Hammad, Reda Alhajj
2010	—	`ch.`	An Integrated Framework for Fuzzy Classification and Analysis of Gene Expression Data. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2010	—	`ch.`	Attractive Interface for XML: Convincing Naive Users to Go Online. Soft Computing in XML Data Management Keivan Kianmehr, Jamal Jida, Allan Chan, Nancy Situ, Kim Wong, Reda Alhajj, Jon G. Rokne, Ken Barker
2010	J	`jnl`	Automated Large-Scale Control of Gene Regulatory Networks. IEEE Trans. Syst. Man Cybern. Part B Mehmet Tan, Reda Alhajj, Faruk Polat
2010	B	`conf`	Community Aware Personalized Web Search. ASONAM M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2010	J	`jnl`	Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space. Knowl. Inf. Syst. Ming Zhang, Reda Alhajj
2010	J	`jnl`	Effectiveness of optimal incremental multi-step nearest neighbor search. Expert Syst. Appl. Ming Zhang, Reda Alhajj, Jon G. Rokne
2010	—	`ch.`	Employing Social Network Construction and Analysis in Web Structure Optimization. From Sociology to Computing in Social Networks Mohamad Nagi, Abdelghani Guerbas, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Reda Alhajj, Jon G. Rokne
2010	—	`conf`	Feature selection for graph kernels. BIBM Mehmet Tan, Faruk Polat, Reda Alhajj
2010	—	`book`	From Sociology to Computing in Social Networks - Theory, Foundations and Applications From Sociology to Computing in Social Networks Nasrullah Memon, Reda Alhajj
2010	J	`jnl`	Fuzzy clustering-based discretization for gene expression classification. Knowl. Inf. Syst. Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2010	J	`jnl`	Guest Editors' Introduction. Int. J. Softw. Eng. Knowl. Eng. Reda Alhajj, Kang Zhang
2010	Misc	`conf`	Heuristic based approach to clustering and its time critical applications. IRI Alan Chia-Lung Chen, Shang Gao, Reda Alhajj, Panagiotis Karampelas
2010	—	`ch.`	Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML. Soft Computing in XML Data Management Keivan Kianmehr, Tansel Özyer, Anthony Chiu Wa Lo, Jamal Jida, Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Reda Alhajj
2010	J	`jnl`	Improving reinforcement learning by using sequence trees. Mach. Learn. Sertan Girgin, Faruk Polat, Reda Alhajj
2010	—	`ch.`	Integrating Entropy and Closed Frequent Pattern Mining for Social Network Modelling and Analysis. From Sociology to Computing in Social Networks Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne
2010	—	`ch.`	Integrating Genetic Algorithms and Fuzzy Logic for Web Structure Optimization. Data Mining for Social Network Data Iltae Lee, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
2010	B	`ed.`	International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2010, Odense, Denmark, August 9-11, 2010 ASONAM Nasrullah Memon, Reda Alhajj
2010	Misc	`conf`	Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery. IRI M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma
2010	C	`conf`	Mapping rules for converting from ODL to XML schemas. iiWAS Tamer N. Jarada, Kelvin Chung, Armen Shimoon, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne
2010	Misc	`conf`	Message from Program Co-Chairs. IRI Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu
2010	—	`conf`	Network modeling of RNA secondary structures based on integrative randomized clustering. BIBM Workshops Shang Gao, Reda Alhajj, Jon G. Rokne
2010	Misc	`conf`	Panel title: Critical need for funding of basic and applied research in large-scale computing. IRI Reda Alhajj, Shu-Ching Chen, Gongzhu Hu, James B. D. Joshi, Gordon K. Lee, Stuart Harvey Rubin, Mei-Ling Shyu, Lotfi A. Zadeh
2010	J	`jnl`	STNR: A suffix tree based noise resilient algorithm for periodicity detection in time series databases. Appl. Intell. Faraz Rasheed, Reda Alhajj
2010	J	`jnl`	Scalable approach for effective control of gene regulatory networks. Artif. Intell. Medicine Mehmet Tan, Reda Alhajj, Faruk Polat
2010	J	`jnl`	Semi-Supervised Dynamic Classification for Intrusion Detection. Int. J. Softw. Eng. Knowl. Eng. Negar Koochakzadeh, Keivan Kianmehr, Jamal Jida, Iltae Lee, Reda Alhajj, Jon G. Rokne
2010	J	`jnl`	Skyline queries with constraints: Integrating skyline and traditional query operators. Data Knowl. Eng. Ming Zhang, Reda Alhajj
2010	—	`ch.`	Social Networks: A Powerful Model for Serving a Wide Range of Domains. From Sociology to Computing in Social Networks Nasrullah Memon, Reda Alhajj
2010	Misc	`conf`	The power of genetic algorithm in automated assessment of school readiness. IRI Iyad Suleiman, Tamer Salman, Shang Gao, Faruk Polat, Maha Arslan, Reda Alhajj, Mick J. Ridley
2010	J	`jnl`	VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML. J. Intell. Inf. Syst. Anthony Chiu Wa Lo, Tansel Özyer, Keivan Kianmehr, Reda Alhajj
2010	J	`jnl`	XML materialized views and schema evolution in VIREX. Inf. Sci. Anthony Chiu Wa Lo, Tansel Özyer, Radwan Tahboub, Keivan Kianmehr, Jamal Jida, Reda Alhajj
2009	C	`ed.`	13th International Conference on Information Visualisation, IV 2009, 15-17 July 2009, Barcelona, Spain IV 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
2009	B	`ed.`	2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece ASONAM Nasrullah Memon, Reda Alhajj
2009	—	`ch.`	A Multiagent Approach to Adaptive Continuous Analysis of Streaming Data in Complex Uncertain Environments. Data Mining and Multi-agent Integration Igor Kiselev, Reda Alhajj
2009	Misc	`conf`	A New Framework for an Adaptive Classifier Model. IRI Iltae Lee, Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj, Jon G. Rokne
2009	J	`jnl`	Adaptive Machine Learning Technique for Periodicity Detection in Biological Sequences. Int. J. Neural Syst. Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj
2009	J	`jnl`	Adaptive multi-agent architecture for functional sequence motifs recognition. Bioinform. Jia Zeng, Reda Alhajj, Douglas J. Demetrick
2009	J	`jnl`	Calling communities analysis and identification using machine learning techniques. Expert Syst. Appl. Keivan Kianmehr, Reda Alhajj
2009	J	`jnl`	Cancer class prediction: Two stage clustering approach to identify informative genes. Intell. Data Anal. Mohammed Al-Shalalfa, Reda Alhajj
2009	J	`jnl`	DRFP-tree: disk-resident frequent pattern tree. Appl. Intell. Muhaimenul Adnan, Reda Alhajj
2009	C	`conf`	Data governance strategy: a key issue in building Enterprise Data Warehouse. iiWAS Mohammad Rifaie, Reda Alhajj, Mick J. Ridley
2009	J	`jnl`	Data modelling for effective data warehouse architecture and design. Int. J. Inf. Decis. Sci. Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2009	—	`conf`	Derivation of Transcriptional Regulatory Relationships by Partial Least Squares Regression. BIBM Mehmet Tan, Faruk Polat, Reda Alhajj
2009	J	`jnl`	Dynamic cache invalidation scheme for wireless mobile environments. Wirel. Networks Alok Madhukar, Tansel Özyer, Reda Alhajj
2009	C	`conf`	Fourier Transform Based Spatial Outlier Mining. IDEAL Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne
2009	J	`jnl`	Fraudulent and malicious sites on the web. Appl. Intell. Ahmed Obied, Reda Alhajj
2009	C	`conf`	Fuzzy Query Model for XML Documents. IDEAL Jeany Seto, Shane Clement, David Duong, Keivan Kianmehr, Reda Alhajj
2009	—	`ch.`	Identifying Disease-Related Biomarkers by Studying Social Networks of Genes. Innovations in Swarm Intelligence Mohammed Al-Shalalfa, Ala Qabaja, Reda Alhajj, Jon G. Rokne
2009	C	`conf`	Identifying Social Communities by Frequent Pattern Mining. IV Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne
2009	—	`ch.`	Integrating Swarm Intelligent Algorithms for Translation Initiation Sites Prediction. Innovations in Swarm Intelligence Jia Zeng, Reda Alhajj
2009	C	`conf`	Mining online shopping patterns and communities. iiWAS Keivan Kianmehr, X. Peng, Chris Luce, Justin Chung, Nam Pham, Walter Chung, Reda Alhajj, Jon G. Rokne, Ken Barker
2009	Misc	`conf`	Modeling Knowledge Discovery in Financial Forecasting. IRI Shang Gao, Reda Alhajj, Jon G. Rokne
2009	—	`conf`	Multiagent Approach for Identifying Cancer Biomarkers. BIBM Ala Qabaja, Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne
2009	J	`jnl`	Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer. Appl. Intell. Tansel Özyer, Reda Alhajj
2009	J	`jnl`	Performance evaluation of different replica placement algorithms. Int. J. Grid Util. Comput. Rashedur M. Rahman, Ken Barker, Reda Alhajj
2009	J	`jnl`	Representative transcript sets for evaluating a translational initiation sites predictor. BMC Bioinform. Jia Zeng, Reda Alhajj, Douglas J. Demetrick
2009	—	`conf`	Set-based approach in mining sequential patterns. ISCIS Shang Gao, Reda Alhajj, Jon G. Rokne, Jiwen Guan
2009	J	`jnl`	Special Issue on Information Reuse and Integration. Informatica (Slovenia) Reda Alhajj, Kang Zhang
2009	C	`conf`	Text summarization techniques: SVM versus neural networks. iiWAS Keivan Kianmehr, Shang Gao, Jawad Al Attari, M. Mushfiqur Rahman, Kofi Akomeah, Reda Alhajj, Jon G. Rokne, Ken Barker
2009	B	`conf`	The Economic Benefts of Web Mining. ASONAM David Kinzel, Micah Klettke, Paul Uppal, Naheed Visram, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
2009	J	`jnl`	Two-Way Mapping between Object-Oriented Databases and XML. Informatica (Slovenia) Taher Naser, Reda Alhajj, Mick J. Ridley
2009	J	`jnl`	Wrapping VRXQuery with self-adaptive fuzzy capabilities. Web Intell. Agent Syst. Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj
2008	—	`conf`	A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers. ICEIS (2) Göktürk Gezer, Ilker O. Yaz, Hasan Mert Taymaz, Tansel Özyer, Reda Alhajj
2008	—	`conf`	A Dynamic Ontology Mapping Architecture for a Grid Database System. SKG Nelson C. N. Chu, Quang Trinh, Ken Barker, Reda Alhajj
2008	A*	`conf`	A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments. AAAI Igor Kiselev, Reda Alhajj
2008	Misc	`conf`	Adaptive weighted multi-criteria fuzzy query processing for web based real estate applications. SAC Ömer Özgün Isikman, B. Görkem Yalim, Murat Özdemir, Tansel Özyer, Harun Gökçe, Reda Alhajj
2008	—	`ch.`	Alternative Method for Incrementally Constructing the FP-Tree. Intelligent Techniques and Tools for Novel System Architectures Muhaimenul, Reda Alhajj, Ken Barker
2008	—	`conf`	An Adaptive Multi-agent System for Continuous Learning of Streaming Data. IAT Igor Kiselev, Reda Alhajj
2008	J	`jnl`	CARSVM: A class association rule-based classification framework and its application to gene expression data. Artif. Intell. Medicine Keivan Kianmehr, Reda Alhajj
2008	C	`conf`	Combining multiple types of biological data in constraint-based learning of gene regulatory networks. CIBCB Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat
2008	C	`conf`	Combining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data. BIBE Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne
2008	Misc	`conf`	Data warehouse architecture and design. IRI Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2008	C	`conf`	Data warehouse architecture for GIS applications. iiWAS Mohammad Rifaie, Erwin J. Blas, Abdel Rahman M. Muhsen, Terrance Tin Hoi Mok, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2008	J	`jnl`	Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis. J. Multiple Valued Log. Soft Comput. Tansel Özyer, Reda Alhajj
2008	—	`conf`	Effectiveness of Applying Codon Usage Bias for Translational Initiation Sites Prediction. BIBM Jia Zeng, Reda Alhajj, Douglas J. Demetrick
2008	J	`jnl`	Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes. Int. J. Data Warehous. Min. Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2008	C	`conf`	Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification. ISMIS Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2008	C	`conf`	Effectiveness of Machine Learning Techniques for Automated Identification of Calling Communities. IV Keivan Kianmehr, Reda Alhajj
2008	J	`jnl`	Effectiveness of Support Vector Machine for Crime Hot-Spots Prediction. Appl. Artif. Intell. Keivan Kianmehr, Reda Alhajj
2008	J	`jnl`	Employing Clustering Techniques for Automatic Information Extraction From HTML Documents. IEEE Trans. Syst. Man Cybern. Part C Fatima Ashraf, Tansel Özyer, Reda Alhajj
2008	C	`conf`	Flexible approach for representing object oriented databases in XML format. iiWAS Taher Naser, Reda Alhajj, Mick J. Ridley
2008	Misc	`conf`	Fuzzy querying of nested XML. IRI Allan Chan, Nancy Situ, Kim Wong, Keivan Kianmehr, Reda Alhajj
2008	C	`conf`	Large-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation. BIBE Mehmet Tan, Reda Alhajj, Faruk Polat
2008	—	`conf`	Motif Location Prediction by Divide and Conquer. BIRD Mohammed Al-Shalalfa, Reda Alhajj
2008	J	`jnl`	Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining. J. Intell. Inf. Syst. Reda Alhajj, Mehmet Kaya
2008	J	`jnl`	Online mining of fuzzy multidimensional weighted association rules. Appl. Intell. Mehmet Kaya, Reda Alhajj
2008	—	`conf`	Optimal incremental multi-step nearest-neighbor search. GIS Ming Zhang, Reda Alhajj, Jon G. Rokne
2008	Misc	`conf`	Panel: The role of information search and retrieval in economic stimulation. IRI 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
2008	C	`conf`	Predicting translation initiation sites using a multi-agent architecture empowered with reinforcement learning. CIBCB Jia Zeng, Reda Alhajj
2008	Misc	`conf`	Reengineering XML into object-oriented database. IRI Taher Naser, Reda Alhajj, Mick J. Ridley
2008	J	`jnl`	Replica Placement Strategies in Data Grid. J. Grid Comput. Rashedur M. Rahman, Ken Barker, Reda Alhajj
2008	J	`jnl`	Replica selection strategies in data grid. J. Parallel Distributed Comput. Rashedur M. Rahman, Reda Alhajj, Ken Barker
2007	B	`conf`	A Predictive Technique for Replica Selection in Grid Environment. CCGRID Rashedur M. Rahman, Ken Barker, Reda Alhajj
2007	—	`conf`	A parallel multi-scale region outlier mining algorithm for meteorological data. GIS Sajib Barua, Reda Alhajj
2007	C	`conf`	Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. IDEAL Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj
2007	C	`ed.`	Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007, Proceedings ADMA Reda Alhajj, Hong Gao, Xue Li, Jianzhong Li, Osmar R. Zaïane
2007	—	`conf`	Application of Double Clustering to Gene Expression Data for Class Prediction. AINA Workshops (1) Mohammed Al-Shalalfa, Reda Alhajj
2007	—	`conf`	Attractive Feature Reduction Approach for Colon Data Classification. AINA Workshops (1) Mohammed Al-Shalalfa, Reda Alhajj
2007	—	`conf`	ClusTex: Information Extraction from HTML Pages. AINA Workshops (1) Fatima Ashraf, Reda Alhajj
2007	—	`conf`	Effectiveness of Multi-Perspective Representation Scheme on Support Vector Machines. AINA Workshops (1) Jia Zeng, Reda Alhajj
2007	C	`conf`	Enhanced Graph Based Genealogical Record Linkage. ADMA Cary Sweet, Tansel Özyer, Reda Alhajj
2007	C	`conf`	Feature Reduction for Gene Regulatory Network Control. BIBE Mehmet Tan, Faruk Polat, Reda Alhajj
2007	B	`conf`	Fuzzy Classifier Based Feature Reduction for Better Gene Selection. DaWaK Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2007	J	`jnl`	High performance computing for spatial outliers detection using parallel wavelet transform. Intell. Data Anal. Sajib Barua, Reda Alhajj
2007	J	`jnl`	Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening. J. Netw. Comput. Appl. Tansel Özyer, Reda Alhajj, Ken Barker
2007	—	`conf`	Multi-agent System for Translation Initiation Site Prediction. BIBM Jia Zeng, Reda Alhajj
2007	C	`conf`	Optimizing Web Structures Using Web Mining Techniques. IDEAL Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj
2007	C	`conf`	Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data. IDEAL Sajib Barua, Reda Alhajj
2007	—	`conf`	Performance Analysis of a Replica Selection Strategy in Grid Environment Tuned with Replica Placement Decisions. GCA Rashedur M. Rahman, Ken Barker, Reda Alhajj
2007	J	`jnl`	Positive Impact of State Similarity on Reinforcement Learning Performance. IEEE Trans. Syst. Man Cybern. Part B Sertan Girgin, Faruk Polat, Reda Alhajj
2007	—	`ed.`	Proceedings of the Sixth IASTED International Conference on Communications, Internet, and Information Technology, July 2-4, 2007, Banff, Alberta, Canada Communications, Internet, and Information Technology Reda Alhajj
2007	C	`conf`	Semantic Interoperability Between Relational Database Systems. IDEAS Quang Trinh, Ken Barker, Reda Alhajj
2007	—	`conf`	Simplified query construction - queries made as easy as possible. ICEIS (1) Brad Arshinoff, Damon Ratcliffe, Martin Saetre, Reda Alhajj, Tansel Özyer
2007	A*	`conf`	State Similarity Based Approach for Improving Performance in RL. IJCAI Sertan Girgin, Faruk Polat, Reda Alhajj
2007	B	`conf`	Study of Different Replica Placement and Maintenance Strategies in Data Grid. CCGRID Rashedur M. Rahman, Ken Barker, Reda Alhajj
2007	Misc	`conf`	Transforming Object-Oriented Databases into XML. IRI Taher Naser, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2007	J	`jnl`	Utilising Neural Network and Support Vector Machine for gene Expression Classification. J. Inf. Knowl. Manag. Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj
2007	—	`conf`	WaveQ: Combining Wavelet Analysis and Clustering for Effective Image Retrieval. AINA Workshops (1) Dany Gebara, Reda Alhajj
2007	—	`conf`	Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities. Web Intelligence Anthony Chiu Wa Lo, Keivan Kianmehr, Mehmet Kaya, Tansel Özyer, Reda Alhajj
2007	—	`conf`	XML schema structural equivalence. ICEIS (1) Angela Cristina Duta, Ken Barker, Reda Alhajj
2006	J	`jnl`	A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes. IEEE ACM Trans. Comput. Biol. Bioinform. Osman Abul, Reda Alhajj, Faruk Polat
2006	J	`jnl`	A comprehensive survey of numeric and symbolic outlier mining techniques. Intell. Data Anal. Malik Agyemang, Ken Barker, Reda Alhajj
2006	Misc	`conf`	An adaptive energy efficient cache invalidation scheme for mobile databases. SAC Alok Madhukar, Reda Alhajj
2006	—	`conf`	Association-Rules Mining Based Broadcasting Approach for XML Data. ADVIS Cameron Chenier, J. James Jun, Jason Zhang, Tansel Özyer, Reda Alhajj
2006	—	`conf`	Asymptotical Lower Limits on Required Number of Examples for Learning Boolean Networks. ISCIS Osman Abul, Reda Alhajj, Faruk Polat
2006	C	`conf`	Classification by Multi-Perspective Representation Method. SEKE Jia Zeng, Reda Alhajj
2006	C	`conf`	Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis. IDEAL Tansel Özyer, Reda Alhajj, Ken Barker
2006	J	`jnl`	Combining advantages of new chromosome representation scheme and multi-objective genetic algorithms for better clustering. Intell. Data Anal. Emin Erkan Korkmaz, Jun Du, Reda Alhajj, Ken Barker
2006	C	`conf`	Constructing Complete FP-Tree for Incremental Mining of Frequent Patterns in Dynamic Databases. IEA/AIE Muhaimenul Adnan, Reda Alhajj, Ken Barker
2006	C	`conf`	Crime Hot-Spots Prediction Using Support Vector Machine. AICCSA Keivan Kianmehr, Reda Alhajj
2006	—	`conf`	Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm. DMIN Janaki Gopalan, Reda Alhajj, Ken Barker
2006	C	`conf`	Effective Classification by Integrating Support Vector Machine and Association Rule Mining. IDEAL Keivan Kianmehr, Reda Alhajj
2006	—	`conf`	Effective Clustering of High-Dimensional Data. ICDM (Posters) Emin Erkan Korkmaz, Reda Alhajj, Ken Barker
2006	C	`conf`	Effective Dynamic Replica Maintenance Algorithm for the Grid Environment. GPC Rashedur M. Rahman, Ken Barker, Reda Alhajj
2006	C	`conf`	Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules. ISMIS Mehmet Kaya, Reda Alhajj
2006	C	`conf`	Effectiveness of Considering State Similarity for Reinforcement Learning. IDEAL Sertan Girgin, Faruk Polat, Reda Alhajj
2006	—	`conf`	Efficient Mechanism for Handling Materialized XML Views. ICEIS (1) Jessica Zheng, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj
2006	C	`conf`	Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. ADMA Mehmet Kaya, Reda Alhajj
2006	—	`conf`	Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format. ICEIS (1) Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Tansel Özyer, Reda Alhajj
2006	J	`jnl`	Genetic algorithms based approach to database vertical partition. J. Intell. Inf. Syst. Jun Du, Reda Alhajj, Ken Barker
2006	B	`conf`	Improving the Graph-Based Image Segmentation Method. ICTAI Ming Zhang, Reda Alhajj
2006	Misc	`conf`	Incorporating fuzziness in XML and mapping fuzzy relational data into fuzzy XML. SAC Abhishek Gaurav, Reda Alhajj
2006	A	`conf`	Learning by Automatic Option Discovery from Conditionally Terminating Sequences. ECAI Sertan Girgin, Faruk Polat, Reda Alhajj
2006	C	`conf`	Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks. BIBE Osman Abul, Reda Alhajj, Faruk Polat
2006	—	`conf`	RA: An XML Schema Reduction Algorithm. ADBIS Research Communications Angela Cristina Duta, Ken Barker, Reda Alhajj
2006	—	`conf`	RDB2ONT: A Tool for Generating OWL Ontologies From Relational Database Systems. AICT/ICIW Quang Trinh, Ken Barker, Reda Alhajj
2006	B	`conf`	Replica Placement Design with Static Optimality and Dynamic Maintainability. CCGRID Rashedur M. Rahman, Ken Barker, Reda Alhajj
2006	B	`conf`	Support Vector Machine Approach for Fast Classification. DaWaK Keivan Kianmehr, Reda Alhajj
2006	J	`jnl`	Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining. Appl. Intell. Mehmet Kaya, Reda Alhajj
2006	—	`conf`	VIREX: Interactive Approach for Database Querying and Integration by Re-engineering Relational Data into XML. Web Intelligence Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2006	J	`jnl`	VIREX: visual relational to XML conversion tool. J. Vis. Lang. Comput. Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2005	J	`jnl`	A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process. IEEE Trans. Syst. Man Cybern. Part C Mehmet Kaya, Reda Alhajj
2005	—	`conf`	Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome Encoding. MLDM Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker
2005	A	`conf`	Cluster Validity Analysis of Alternative Results from Multi-Objective Optimization. SDM Reda Alhajj
2005	J	`jnl`	Co-operation framework of case-based reasoning agents for automated product recommendation. J. Exp. Theor. Artif. Intell. M. Özgür Baykal, Reda Alhajj, Faruk Polat
2005	—	`conf`	Cognitive information fusion of georeferenced data for tactical applications. IEEE ICCI George Shi, Ken Barker, Reda Alhajj
2005	—	`conf`	Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining. ICEIS (2) Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj
2005	—	`ch.`	Converting a Legacy Database to Object-Oriented Database. Encyclopedia of Database Technologies and Applications Reda Alhajj, Faruk Polat
2005	—	`conf`	DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph. ICEIS (1) Kate Y. Yang, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj
2005	—	`conf`	Effective Clustering by Iterative Approach. ISCIS Tansel Özyer, Reda Alhajj
2005	C	`conf`	Effective data mining by integrating genetic algorithm into the data preprocessing phase. ICMLA Janaki Gopalan, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker
2005	J	`jnl`	Finding differentially expressed genes for pattern generation. Bioinform. Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker
2005	J	`jnl`	Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems. IEEE Trans. Syst. Man Cybern. Part B Mehmet Kaya, Reda Alhajj
2005	J	`jnl`	Genetic algorithm based framework for mining fuzzy association rules. Fuzzy Sets Syst. Mehmet Kaya, Reda Alhajj
2005	B	`conf`	Hybrid Approach to Web Content Outlier Mining Without Query Vector. DaWaK Malik Agyemang, Ken Barker, Reda Alhajj
2005	Misc	`conf`	Hybrid approach for predicting the behavior of Web users. IRI Darren Ming-Shan Kao, Tansel Özyer, Reda Alhajj
2005	J	`jnl`	Integrating Multi-Objective Genetic Algorithm and Validity Analysis for Locating and Ranking Alternative Clustering. Informatica (Slovenia) Yimin Liu, Tansel Özyer, Reda Alhajj, Ken Barker
2005	—	`conf`	Intrusion detection: a novel approach that combines boosting genetic fuzzy classifier and data mining techniques. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Tansel Özyer, Reda Alhajj, Ken Barker
2005	—	`conf`	Maintaining Knowledge-Bases of Navigational Patterns from Streams of Navigational Sequences. RIDE Ajumobi Udechukwu, Ken Barker, Reda Alhajj
2005	C	`conf`	Mining Job Logs Using Incremental Attribute-Oriented Approach. IDEAL Idowu O. Adewale, Reda Alhajj
2005	Misc	`conf`	Mining web content outliers using structure oriented weighting techniques and N-grams. SAC Malik Agyemang, Ken Barker, Reda Alhajj
2005	C	`conf`	Multiagent Association Rules Mining in Cooperative Learning Systems. ADMA Reda Alhajj, Mehmet Kaya
2005	J	`jnl`	Multiagents to Separating Handwritten Connected Digits. IEEE Trans. Syst. Man Cybern. Part A Reda Alhajj, Ashraf Elnagar
2005	—	`conf`	Novel Approach for Reengineering Relational Databases into XML. ICDE Workshops Chunyan Wang, Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2005	C	`conf`	Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm. IEA/AIE Mehmet Kaya, Reda Alhajj
2005	—	`ch.`	Proper Placement of Derived Classes in the Class Hierarchy. Encyclopedia of Database Technologies and Applications Reda Alhajj, Faruk Polat
2005	—	`conf`	Replica Placement in Data Grid: A Multi-objective Approach. GCC Rashedur M. Rahman, Ken Barker, Reda Alhajj
2005	—	`conf`	Replica Placement in Data Grid: Considering Utility and Risk. ITCC (1) Rashedur M. Rahman, Ken Barker, Reda Alhajj
2005	Misc	`conf`	Replica selection in grid environment: a data-mining approach. SAC Rashedur M. Rahman, Ken Barker, Reda Alhajj
2005	C	`conf`	Selection Mechanism for Locating Relevant Structured Databases in Multidatabase Environment. iiWAS Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley
2005	J	`jnl`	Views as first-class citizens in object-oriented databases. VLDB J. Reda Alhajj, Faruk Polat, Cem Yílmaz
2005	C	`conf`	Visual interface for online watching of frequent itemset generation in Apriori and Eclat. ICMLA Aniket Mahanti, Reda Alhajj
2005	C	`conf`	WCOND-Mine: Algorithm for Detecting Web Content Outliers from Web Documents. ISCC Malik Agyemang, Ken Barker, Reda Alhajj
2005	J	`jnl`	Web outlier mining: Discovering outliers from web datasets. Intell. Data Anal. Malik Agyemang, Ken Barker, Reda Alhajj
2005	Misc	`conf`	XML views based approach for Web services. IRI Hao Jiang, Anthony Chiu Wa Lo, Tansel Özyer, Reda Alhajj
2004	J	`jnl`	A framework for representing navigational patterns as full temporal objects. SIGecom Exch. Ajumobi Udechukwu, Ken Barker, Reda Alhajj
2004	—	`conf`	An Efficient Framework for Iterative Time-Series Trend Mining. ICEIS (2) Ajumobi Udechukwu, Ken Barker, Reda Alhajj
2004	—	`conf`	Automated Product Recommendation by Employing Case-Based Reasoning Agents. ICEIS (2) M. Özgür Baykal, Reda Alhajj, Faruk Polat
2004	—	`conf`	Conv2XML: Relational Schema Conversion to XML Nested-Based Schema. ICEIS (1) Angela Cristina Duta, Ken Barker, Reda Alhajj
2004	Misc	`conf`	ConvRel: relationship conversion to XML nested structures. SAC Angela Cristina Duta, Ken Barker, Reda Alhajj
2004	—	`conf`	Converting Legacy Relational Database into XML Database through Reverse Engineering. ICEIS (1) Chunyan Wang, Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2004	Misc	`conf`	Data Stream Mining Architecture for Network Intrusion Detection. IRI Nelson C. N. Chu, Adepele Williams, Reda Alhajj, Ken Barker
2004	Misc	`conf`	Finding differentially expressed genes: pattern generation using Q-values. SAC Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker
2004	C	`conf`	Flexible User Interface for Converting Relational Data into XML. FQAS Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2004	Misc	`conf`	Framework for mining web content outliers. SAC Malik Agyemang, Ken Barker, Reda Alhajj
2004	C	`conf`	Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. IEA/AIE Mehmet Kaya, Reda Alhajj
2004	C	`conf`	Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining. ISCC Mehmet Kaya, Reda Alhajj
2004	—	`conf`	Hybrid Cache Invalidation Schemes in Mobile Environments. ICPS Yuliang Bao, Reda Alhajj, Ken Barker
2004	C	`conf`	Markov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network. BIBE Osman Abul, Reda Alhajj, Faruk Polat
2004	—	`conf`	Mining User Navigational Patterns in Dynamically Changing Environments. ITCC (2) Ajumobi Udechukwu, Ken Barker, Reda Alhajj
2004	J	`jnl`	Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems. IEEE Trans. Syst. Man Cybern. Part B Mehmet Kaya, Reda Alhajj
2004	B	`conf`	Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. ICTAI Mehmet Kaya, Reda Alhajj
2004	C	`conf`	Multi-dimensional sequential web mining by utilizing fuzzy interferencing. ICMLA Tansel Özyer, Reda Alhajj, Ken Barker
2004	—	`conf`	Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data. ADVIS Tansel Özyer, Yimin Liu, Reda Alhajj, Ken Barker
2004	C	`conf`	Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. IDEAL Mehmet Kaya, Reda Alhajj
2004	B	`conf`	Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives. DaWaK Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker
2004	A	`conf`	Predicting the Performance of GridFTP Transfers. IPDPS Rashedur M. Rahman, Ken Barker, Reda Alhajj
2004	—	`conf`	Query Builder: A Natural Language Interface for Structured Databases. ISCIS Jim Little, Michael de Ga, Tansel Özyer, Reda Alhajj
2004	Misc	`conf`	Simplified access to structured databases by adapting keyword search and database selection. SAC Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker
2004	Misc	`conf`	Synchronization of Mobile XML Databases by Utilizing Deferred Views. IRI Kevin Miller, Chris Gee, Ryan Inaba, Tansel Özyer, Anthony Chiu Wa Lo, Reda Alhajj
2004	—	`conf`	Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning. IAT Mehmet Kaya, Reda Alhajj
2004	—	`conf`	Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering. Rough Sets and Current Trends in Computing Tansel Özyer, Reda Alhajj, Ken Barker
2004	A*	`conf`	ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining. ICDM Mehmet Kaya, Reda Alhajj
2003	C	`conf`	A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening. HIS Tansel Özyer, Reda Alhajj, Ken Barker
2003	A	`conf`	A Novel Approach to Separate Handwritten Connected Digits. ICDAR Reda Alhajj, Ashraf Elnagar
2003	B	`conf`	A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining. FUZZ-IEEE Mehmet Kaya, Reda Alhajj
2003	—	`conf`	Attraction - A Global Affinity Measure for Database Vertical Partitioning. ICWI Jun Du, Ken Barker, Reda Alhajj
2003	B	`conf`	Cluster validity analysis using subsampling. SMC Osman Abul, Anthony Chiu Wa Lo, Reda Alhajj, Faruk Polat, Ken Barker
2003	Misc	`conf`	Database Selection and Keyword Search of Structured Databases: Powerful Search for Naive Users. IRI Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker
2003	C	`conf`	Employing OLAP Mining for Multiagent Reinforcement Learning. HIS Reda Alhajj, Mehmet Kaya
2003	J	`jnl`	Extracting the extended entity-relationship model from a legacy relational database. Inf. Syst. Reda Alhajj
2003	A*	`conf`	Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering. ICDM Mehmet Kaya, Reda Alhajj
2003	A*	`conf`	Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining. ICDM Reda Alhajj, Mehmet Kaya
2003	—	`conf`	Integrating Fuzziness with OLAP Association Rules Mining. MLDM Mehmet Kaya, Reda Alhajj
2003	—	`conf`	Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining. IAT Mehmet Kaya, Reda Alhajj
2003	J	`jnl`	Multiple-agents to identify and separate touching digits in unconstrained handwritten Hindi numerals. J. Exp. Theor. Artif. Intell. Reda Alhajj, Faruk Polat
2003	—	`conf`	Online Mining of Weighted Fuzzy Association Rules. ISCIS Mehmet Kaya, Reda Alhajj
2003	J	`jnl`	Rule-based schema evolution in object-oriented databases. Knowl. Based Syst. Reda Alhajj, Faruk Polat
2003	J	`jnl`	Segmentation of connected handwritten numeral strings. Pattern Recognit. Ashraf Elnagar, Reda Alhajj
2002	C	`conf`	Efficient Automated Mining of Fuzzy Association Rules. DEXA Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan
2002	B	`conf`	Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities. ICTAI Mehmet Kaya, Reda Alhajj
2001	—	`conf`	Reengineering Relational Databases to Object-Oriented: Constructing the Class Hierarchy and Migrating the Data. WCRE Reda Alhajj, Faruk Polat
2001	J	`jnl`	Semantic information-based alternative plan generation for multiple query optimization. Inf. Sci. Faruk Polat, Ahmet Cosar, Reda Alhajj
2001	J	`jnl`	Term rewriting and its application to recognizing handwritten Hindu numerals. J. Exp. Theor. Artif. Intell. Ashraf Elnagar, Reda Alhajj, Saad Harous
2001	Misc	`conf`	Transferring database contents from a conventional information systemto a corresponding existing object oriented information system. SAC Reda Alhajj, Faruk Polat
2000	J	`jnl`	An Object-Oriented Query Model: An Algebraic Approach With Closure. J. Inf. Sci. Eng. Reda Alhajj
2000	C	`conf`	Deciding on the Equivalence of a Relational Schema and and Object-Oriented Schema. DEXA Reda Alhajj
2000	B	`conf`	Employing multi-agents to identify touching of adjacent digits in handwritten Hindi numerals. SMC Reda Alhajj, Faruk Polat, Ashraf Elnagar
2000	B	`conf`	Function approximation based multi-agent reinforcement learning. ICTAI Osman Abul, Faruk Polat, Reda Alhajj
2000	—	`conf`	Maximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy. SAC (1) Reda Alhajj, Faruk Polat
2000	J	`jnl`	Multiagent reinforcement learning using function approximation. IEEE Trans. Syst. Man Cybern. Part C Osman Abul, Faruk Polat, Reda Alhajj
2000	J	`jnl`	Simplifying the Formulation of a Wide Range of Object-Oriented Complex Queries. J. Database Manag. Reda Alhajj
1999	C	`conf`	A Model for Deferred View Maintenance. IDEAS Reda Alhajj, Ashajj Elnagar
1999	—	`conf`	A Model that Simplifies the Coding of a Group of Object-Oriented Complex Queries. ADBIS (Short Papers) Reda Alhajj
1999	J	`jnl`	A multi-agent tuple-space based problem solving framework. J. Syst. Softw. Faruk Polat, Reda Alhajj
1999	—	`conf`	Documenting Legacy Relational Databases. ER (Workshops) Reda Alhajj
1999	J	`jnl`	Incremental Materialization of Object-Oriented Views. Data Knowl. Eng. Reda Alhajj, Ashraf Elnagar
1999	J	`jnl`	Using Object-Oriented Materialized Views to Answer Selection-Based Complex Queries. Inf. Sci. Reda Alhajj, Faruk Polat
1998	J	`jnl`	Incrementalk View Maintenance in Object-Oriented Databases. Data Base Reda Alhajj, Faruk Polat
1998	J	`jnl`	Proper Handling of Query Results towards Maximizing Reusability in Object_oriented Databases. Inf. Sci. Reda Alhajj, Faruk Polat
1996	C	`conf`	View Maintenance in Object-Oriented Databases. DEXA Reda Alhajj, Faruk Polat
1994	A	`conf`	Closure Maintenance in An Object-Oriented Query Model. CIKM Reda Alhajj, Faruk Polat
1993	—	`conf`	A Formal Object-Oriented Query Model and an Algebra. NATO ASI OODBS Reda Alhajj, M. Erol Arkun
1993	A*	`conf`	A Query Model for Object-Oriented Databases. ICDE Reda Alhajj, M. Erol Arkun
1993	—	`—`	A Query model and an object algebra for object oriented database (Nesnesel veri tabanları için sorgulama modeli ve nesnesel cebir) Reda Alhajj
1993	J	`jnl`	An Object Algebra for Object-Oriented Database Systems. Data Base Reda Alhajj, M. Erol Arkun
1993	J	`jnl`	Object-oriented query language facilitating construction of new objects. Inf. Softw. Technol. Reda Alhajj, M. Erol Arkun
1992	A	`conf`	Queries in Object-Oriented Database Systems. CIKM Reda Alhajj, M. Erol Arkun