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Reda Alhajj

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

149

Venues

40

Active years

1992–2023

Best venue rank

A*

Where they publish

Papers

149 indexed papers, newest first.

YearVenueTitleAuthors
2023IRIReal-time web-based International Flight Tickets Recommendation System via Apache Spark.Malek Malkawi, Reda Alhajj
2021CAIPH-OCS: A Hybrid Optic Cup Segmentation of Retinal Images.Abdullah Sarhan, Jon G. Rokne, Reda Alhajj
2020ACCVUtilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images.Abdullah Sarhan, Ali Al-Khazly, Adam Gorner, Andrew J. Swift, Jon G. Rokne, Reda Alhajj, Andrew Crichton
2020ICPRTransfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images.Abdullah Sarhan, Jon G. Rokne, Reda Alhajj, Andrew Crichton
2017IRIAn Effective LmRMR for Financial Variable Selection and its Applications.Sara Aghakhani, Reda Alhajj, Jon G. Rokne, Philip Chang
2015SMCWeighted Fusion of Bit Plane-Specific Local Image Descriptors for Facial Expression Recognition.Faisal Ahmed, Padma Polash Paul, Marina L. Gavrilova, Reda Alhajj
2014IRIBayesian updating for time series missing data discovery and uncertainty estimation (TSMDDUE).Sara Aghakhani, Reda Alhajj, Philip Chang
2014IRIFrom requirements to software design: An automated solution for packaging software classes.Yasaman Amannejad, Mohammad Moshirpour, Behrouz Homayoun Far, Reda Alhajj
2014IRIAnalyzing immediate correlations between names and pop culture of North America in the 21st century.Abra Gurnett, Robin Besson, M. Omair Shafiq, Reda Alhajj
2014IRIData integration and clustering for real time crash prediction.Elahe Paikari, Mohammad Moshirpour, Reda Alhajj, Behrouz H. Far
2014IRIAnalyzing Alzheimer's disease gene expression dataset using clustering and association rule mining.Benoit Le Queau, M. Omair Shafiq, Reda Alhajj
2014ICWSFrequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking.M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014IDEALFast Frequent Pattern Detection Using Prime Numbers.Konstantinos F. Xylogiannopoulos, Omar Addam, Panagiotis Karampelas, Reda Alhajj
2014WISTPEarly DDoS Detection Based on Data Mining Techniques.Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2013IJCAIEmploying Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks.Utku Sirin, Faruk Polat, Reda Alhajj
2013IRIParse tree based approach for processing XML streams.Mohammad Khabbaz, Dirar Assi, Reda Alhajj, Moustafa A. Hammad
2012CIBCBFunctional characterization of miRNAs in prostate cancer using functional protein networks.Mohammed Al-Shalalfa, Ala Qabaja, Tarek A. Bismar, Reda Alhajj
2012CIBCBRobust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis.Shang Gao, Omar Addam, Ala Qabaja, Abdallah M. ElSheikh, Omar Zarour, Mohamad Nagi, Flouris Triant, Wadhah Almansoori, Omer Sair, Tansel zyer, Jia Zeng, Jon G. Rokne, Reda Alhajj
2012ICDEAskFuzzy: Attractive Visual Fuzzy Query Builder.Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj
2012ICMLAEffective Enrichment of Gene Expression Data Sets.Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj
2012IRIElectronic medical referral system: Decision support and recommendation approach.Wadhah Almansoori, Ayman Murshid, Kostas F. Xylogiannopoulos, Reda Alhajj, Jon G. Rokne
2012IRIAutomated ontology construction from scenario based software requirements using clustering techniques.Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Reda Alhajj, Behrouz H. Far
2012IRIExamining social networks between educational institutions, industrial partners, and the Canadian government.Connie Yau, Mark Straight, Rahul Bir, Omar Addam, M. Omair Shafiq, Reda Alhajj
2012ICTAIPartially Observable Gene Regulatory Network Control without a Boundary on Horizon.Utku Erdogdu, Faruk Polat, Reda Alhajj
2012ICTAIMinimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series.Kostas F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj
2011DASCApplications of Social Network Construction and Analysis in the Medical Referral Process.Wadhah Almansoori, Omar Zarour, Tamer N. Jarada, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj
2011HPCCSocial Network Analysis in Software Testing to Categorize Unit Test Cases Based on Coverage Information.Negar Koochakzadeh, Reda Alhajj
2011HPCCOn the Social Aspects of Personalized Ranking for Web Services.M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2011ICDMNetDriller: A Powerful Social Network Analysis Tool.Negar Koochakzadeh, Atieh Sarraf, Keivan Kianmehr, Jon G. Rokne, Reda Alhajj
2011IIWASSimple and effective behavior tracking by post processing of association rules into segments.Alan Chia-Lung Chen, Kostas F. Xylogiannopoulos, Tamer N. Jarada, Omar Zarour, Panagiotis Karampelas, Jon G. Rokne, Reda Alhajj
2011IIWASSemantically enhanced matchmaking of consumers and providers: a Canadian real estate case study.Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj
2011IRIMessage from program co-chairs.Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu
2011IRILink prediction and classification in social networks and its application in healthcare.Wadhah Almansoori, Shang Gao, Tamer N. Jarada, Reda Alhajj, Jon G. Rokne
2011IRIAssociation rules mining based approach for Web usage mining.Mohamad Nagi, Abdallah M. ElSheikh, Iyad Suleiman, Peter Peng, Mohammad Rifaie, Keivan Kianmehr, Panagiotis Karampelas, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
2011IRIResearch 2.0: Research-supporting features of World Wide Web.Joe Strathern, Samer Awadh, Samir Chokshi, M. Omair Shafiq, Reda Alhajj
2011IDEALFrom Fuzzy Association Rule Mining to Effective Classification Framework.Osama Alhawsawi, Mayad Al-Saidi, Michael Phi, Tamer N. Jarada, Mohammad Khabbaz, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon G. Rokne
2011IDEALFrom Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data.Peter Peng, Mohamad Nagi, Omer Sair, Iyad Suleiman, Ala Qabaja, Abdallah M. ElSheikh, Shang Gao, Tansel zyer, Keivan Kianmehr, Ghada Naji, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
2011ISMISStock Investment Decision Making: A Social Network Approach.Negar Koochakzadeh, Fatemeh Keshavarz, Atieh Sarraf, Ali Rahmani, Keivan Kianmehr, Mohammad Rifaie, Reda Alhajj, Jon G. Rokne
2011SMCDetecting emergent behavior in distributed systems using an ontology based methodology.Mohammad Moshirpour, Reda Alhajj, Mahmood Moussavi, Behrouz H. Far
2010CIKMAdaptive query processing in data stream management systems under limited memory resources.Fatima Farag, Moustafa A. Hammad, Reda Alhajj
2010IIWASMapping rules for converting from ODL to XML schemas.Tamer N. Jarada, Kelvin Chung, Armen Shimoon, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne
2010IIWASA novel client-based approach for signing and checking web forms by using XML against DoS attacks.Kaziim Sarikaya, Duygu Sarikaya, Tamer N. Jarada, Shang Gao, Tansel zyer, Reda Alhajj
2010IRIPanel title: Critical need for funding of basic and applied research in large-scale computing.Reda Alhajj, Shu-Ching Chen, Gongzhu Hu, James B. D. Joshi, Gordon K. Lee, Stuart Harvey Rubin, Mei-Ling Shyu, Lotfi A. Zadeh
2010IRIMessage from Program Co-Chairs.Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu
2010IRIHeuristic based approach to clustering and its time critical applications.Alan Chia-Lung Chen, Shang Gao, Reda Alhajj, Panagiotis Karampelas
2010IRILight-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery.M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma
2010IRIThe power of genetic algorithm in automated assessment of school readiness.Iyad Suleiman, Tamer Salman, Shang Gao, Faruk Polat, Maha Arslan, Reda Alhajj, Mick J. Ridley
2009IIWASText summarization techniques: SVM versus neural networks.Keivan Kianmehr, Shang Gao, Jawad Al Attari, M. Mushfiqur Rahman, Kofi Akomeah, Reda Alhajj, Jon G. Rokne, Ken Barker
2009IIWASMining online shopping patterns and communities.Keivan Kianmehr, X. Peng, Chris Luce, Justin Chung, Nam Pham, Walter Chung, Reda Alhajj, Jon G. Rokne, Ken Barker
2009IIWASData governance strategy: a key issue in building Enterprise Data Warehouse.Mohammad Rifaie, Reda Alhajj, Mick J. Ridley
2009IRIModeling Knowledge Discovery in Financial Forecasting.Shang Gao, Reda Alhajj, Jon G. Rokne
2009IRIA New Framework for an Adaptive Classifier Model.Iltae Lee, Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj, Jon G. Rokne
2009IDEALFourier Transform Based Spatial Outlier Mining.Faraz Rasheed, Peter Peng, Reda Alhajj, Jon G. Rokne
2009IDEALFuzzy Query Model for XML Documents.Jeany Seto, Shane Clement, David Duong, Keivan Kianmehr, Reda Alhajj
2009IVIdentifying Social Communities by Frequent Pattern Mining.Muhaimenul Adnan, Reda Alhajj, Jon G. Rokne
2008AAAIA Self-organizing Multi-agent System for Adaptive Continuous Unsupervised Learning in Complex Uncertain Environments.Igor Kiselev, Reda Alhajj
2008BIBECombining singular value decomposition and t-test into hybrid approach for significant gene extraction from microarray data.Mohammed Al-Shalalfa, Reda Alhajj, Jon G. Rokne
2008BIBELarge-scale approximate intervention strategies for Probabilistic Boolean Networks as models of gene regulation.Mehmet Tan, Reda Alhajj, Faruk Polat
2008CIBCBCombining multiple types of biological data in constraint-based learning of gene regulatory networks.Mehmet Tan, Mohammed Al-Shalalfa, Reda Alhajj, Faruk Polat
2008CIBCBPredicting translation initiation sites using a multi-agent architecture empowered with reinforcement learning.Jia Zeng, Reda Alhajj
2008IIWASFlexible approach for representing object oriented databases in XML format.Taher Naser, Reda Alhajj, Mick J. Ridley
2008IIWASData warehouse architecture for GIS applications.Mohammad Rifaie, Erwin J. Blas, Abdel Rahman M. Muhsen, Terrance Tin Hoi Mok, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2008IRIFuzzy querying of nested XML.Allan Chan, Nancy Situ, Kim Wong, Keivan Kianmehr, Reda Alhajj
2008IRIReengineering XML into object-oriented database.Taher Naser, Reda Alhajj, Mick J. Ridley
2008IRIData warehouse architecture and design.Mohammad Rifaie, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2008IRIPanel: The role of information search and retrieval in economic stimulation.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
2008ISMISEffectiveness of Fuzzy Discretization for Class Association Rule-Based Classification.Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2008IVEffectiveness of Machine Learning Techniques for Automated Identification of Calling Communities.Keivan Kianmehr, Reda Alhajj
2008SACAdaptive weighted multi-criteria fuzzy query processing for web based real estate applications.mer zgn Isikman, B. Grkem Yalim, Murat zdemir, Tansel zyer, Harun Gke, Reda Alhajj
2007ADMAEnhanced Graph Based Genealogical Record Linkage.Cary Sweet, Tansel zyer, Reda Alhajj
2007AINAAttractive Feature Reduction Approach for Colon Data Classification.Mohammed Al-Shalalfa, Reda Alhajj
2007AINAApplication of Double Clustering to Gene Expression Data for Class Prediction.Mohammed Al-Shalalfa, Reda Alhajj
2007AINAClusTex: Information Extraction from HTML Pages.Fatima Ashraf, Reda Alhajj
2007AINAWaveQ: Combining Wavelet Analysis and Clustering for Effective Image Retrieval.Dany Gebara, Reda Alhajj
2007AINAEffectiveness of Multi-Perspective Representation Scheme on Support Vector Machines.Jia Zeng, Reda Alhajj
2007BIBEFeature Reduction for Gene Regulatory Network Control.Mehmet Tan, Faruk Polat, Reda Alhajj
2007CCGRIDA Predictive Technique for Replica Selection in Grid Environment.Rashedur M. Rahman, Ken Barker, Reda Alhajj
2007CCGRIDStudy of Different Replica Placement and Maintenance Strategies in Data Grid.Rashedur M. Rahman, Ken Barker, Reda Alhajj
2007DaWaKFuzzy Classifier Based Feature Reduction for Better Gene Selection.Mohammad Khabbaz, Keivan Kianmehr, Mohammed Al-Shalalfa, Reda Alhajj
2007IJCAIState Similarity Based Approach for Improving Performance in RL.Sertan Girgin, Faruk Polat, Reda Alhajj
2007IRITransforming Object-Oriented Databases into XML.Taher Naser, Keivan Kianmehr, Reda Alhajj, Mick J. Ridley
2007IDEALParallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data.Sajib Barua, Reda Alhajj
2007IDEALOptimizing Web Structures Using Web Mining Techniques.Jonathan Jeffrey, Peter Karski, Bjrn Lohrmann, Keivan Kianmehr, Reda Alhajj
2007IDEALAdapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences.Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj
2007IDEASSemantic Interoperability Between Relational Database Systems.Quang Trinh, Ken Barker, Reda Alhajj
2006ADBISRA: An XML Schema Reduction Algorithm.Angela Cristina Duta, Ken Barker, Reda Alhajj
2006ADMAExtending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules.Mehmet Kaya, Reda Alhajj
2006AICCSACrime Hot-Spots Prediction Using Support Vector Machine.Keivan Kianmehr, Reda Alhajj
2006BIBEOptimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks.Osman Abul, Reda Alhajj, Faruk Polat
2006CCGRIDReplica Placement Design with Static Optimality and Dynamic Maintainability.Rashedur M. Rahman, Ken Barker, Reda Alhajj
2006DaWaKSupport Vector Machine Approach for Fast Classification.Keivan Kianmehr, Reda Alhajj
2006ECAILearning by Automatic Option Discovery from Conditionally Terminating Sequences.Sertan Girgin, Faruk Polat, Reda Alhajj
2006GPCEffective Dynamic Replica Maintenance Algorithm for the Grid Environment.Rashedur M. Rahman, Ken Barker, Reda Alhajj
2006ICTAIImproving the Graph-Based Image Segmentation Method.Ming Zhang, Reda Alhajj
2006IDEALEffectiveness of Considering State Similarity for Reinforcement Learning.Sertan Girgin, Faruk Polat, Reda Alhajj
2006IDEALEffective Classification by Integrating Support Vector Machine and Association Rule Mining.Keivan Kianmehr, Reda Alhajj
2006IDEALClustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis.Tansel zyer, Reda Alhajj, Ken Barker
2006ISMISEffective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules.Mehmet Kaya, Reda Alhajj
2006SACIncorporating fuzziness in XML and mapping fuzzy relational data into fuzzy XML.Abhishek Gaurav, Reda Alhajj
2006SACAn adaptive energy efficient cache invalidation scheme for mobile databases.Alok Madhukar, Reda Alhajj
2006SEKEClassification by Multi-Perspective Representation Method.Jia Zeng, Reda Alhajj
2005ADMAMultiagent Association Rules Mining in Cooperative Learning Systems.Reda Alhajj, Mehmet Kaya
2005DaWaKHybrid Approach to Web Content Outlier Mining Without Query Vector.Malik Agyemang, Ken Barker, Reda Alhajj
2005ICDENovel Approach for Reengineering Relational Databases into XML.Chunyan Wang, Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2005ICMLAEffective data mining by integrating genetic algorithm into the data preprocessing phase.Janaki Gopalan, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker
2005ICMLAVisual interface for online watching of frequent itemset generation in Apriori and Eclat.Aniket Mahanti, Reda Alhajj
2005IIWASSelection Mechanism for Locating Relevant Structured Databases in Multidatabase Environment.Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley
2005IRIXML views based approach for Web services.Hao Jiang, Anthony Chiu Wa Lo, Tansel zyer, Reda Alhajj
2005IRIHybrid approach for predicting the behavior of Web users.Darren Ming-Shan Kao, Tansel zyer, Reda Alhajj
2005IDEALMining Job Logs Using Incremental Attribute-Oriented Approach.Idowu O. Adewale, Reda Alhajj
2005ISCCWCOND-Mine: Algorithm for Detecting Web Content Outliers from Web Documents.Malik Agyemang, Ken Barker, Reda Alhajj
2005SACMining web content outliers using structure oriented weighting techniques and N-grams.Malik Agyemang, Ken Barker, Reda Alhajj
2005SACReplica selection in grid environment: a data-mining approach.Rashedur M. Rahman, Ken Barker, Reda Alhajj
2005SDMCluster Validity Analysis of Alternative Results from Multi-Objective Optimization.Reda Alhajj
2004BIBEMarkov Decision Processes Based Optimal Control Policies for Probabilistic Boolean Network.Osman Abul, Reda Alhajj, Faruk Polat
2004DaWaKNovel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives.Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker
2004FQASFlexible User Interface for Converting Relational Data into XML.Anthony Chiu Wa Lo, Reda Alhajj, Ken Barker
2004ICDMntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining.Mehmet Kaya, Reda Alhajj
2004ICMLAMulti-dimensional sequential web mining by utilizing fuzzy interferencing.Tansel zyer, Reda Alhajj, Ken Barker
2004IRIData Stream Mining Architecture for Network Intrusion Detection.Nelson C. N. Chu, Adepele Williams, Reda Alhajj, Ken Barker
2004IRISynchronization of Mobile XML Databases by Utilizing Deferred Views.Kevin Miller, Chris Gee, Ryan Inaba, Tansel zyer, Anthony Chiu Wa Lo, Reda Alhajj
2004ICTAIMulti-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns.Mehmet Kaya, Reda Alhajj
2004IDEALMulti-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules.Mehmet Kaya, Reda Alhajj
2004ISCCGenetic algorithms based optimization of membership functions for fuzzy weighted association rules mining.Mehmet Kaya, Reda Alhajj
2004SACFinding differentially expressed genes: pattern generation using Q-values.Osman Abul, Reda Alhajj, Faruk Polat, Ken Barker
2004SACFramework for mining web content outliers.Malik Agyemang, Ken Barker, Reda Alhajj
2004SACConvRel: relationship conversion to XML nested structures.Angela Cristina Duta, Ken Barker, Reda Alhajj
2004SACSimplified access to structured databases by adapting keyword search and database selection.Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker
2003HISEmploying OLAP Mining for Multiagent Reinforcement Learning.Reda Alhajj, Mehmet Kaya
2003HISA Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening.Tansel zyer, Reda Alhajj, Ken Barker
2003ICDARA Novel Approach to Separate Handwritten Connected Digits.Reda Alhajj, Ashraf Elnagar
2003ICDMIntegrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining.Reda Alhajj, Mehmet Kaya
2003ICDMFacilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering.Mehmet Kaya, Reda Alhajj
2003IRIDatabase Selection and Keyword Search of Structured Databases: Powerful Search for Naive Users.Mohammad A. Hassan, Reda Alhajj, Mick J. Ridley, Ken Barker
2003SMCCluster validity analysis using subsampling.Osman Abul, Anthony Chiu Wa Lo, Reda Alhajj, Faruk Polat, Ken Barker
2002DEXAEfficient Automated Mining of Fuzzy Association Rules.Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan
2002ICTAIReinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities.Mehmet Kaya, Reda Alhajj
2001SACTransferring database contents from a conventional information systemto a corresponding existing object oriented information system.Reda Alhajj, Faruk Polat
2000DEXADeciding on the Equivalence of a Relational Schema and and Object-Oriented Schema.Reda Alhajj
2000ICTAIFunction approximation based multi-agent reinforcement learning.Osman Abul, Faruk Polat, Reda Alhajj
2000SMCEmploying multi-agents to identify touching of adjacent digits in handwritten Hindi numerals.Reda Alhajj, Faruk Polat, Ashraf Elnagar
2000SACMaximizing Reuseability: Seeking Appropriate Positions for Derived Classes Within the Class Hierarchy.Reda Alhajj, Faruk Polat
1999ADBISA Model that Simplifies the Coding of a Group of Object-Oriented Complex Queries.Reda Alhajj
1999ERDocumenting Legacy Relational Databases.Reda Alhajj
1999IDEASA Model for Deferred View Maintenance.Reda Alhajj, Ashajj Elnagar
1996DEXAView Maintenance in Object-Oriented Databases.Reda Alhajj, Faruk Polat
1994CIKMClosure Maintenance in An Object-Oriented Query Model.Reda Alhajj, Faruk Polat
1993ICDEA Query Model for Object-Oriented Databases.Reda Alhajj, M. Erol Arkun
1992CIKMQueries in Object-Oriented Database Systems.Reda Alhajj, M. Erol Arkun