| Year |
Citation |
Score |
| 2020 |
Sert OC, Şahin SD, Özyer T, Alhajj R. Analysis and prediction in sparse and high dimensional text data: The case of Dow Jones stock market Physica a-Statistical Mechanics and Its Applications. 545: 123752. DOI: 10.1016/J.Physa.2019.123752 |
0.341 |
|
| 2020 |
Afra S, Alhajj R. Early warning system: From face recognition by surveillance cameras to social media analysis to detecting suspicious people Physica a-Statistical Mechanics and Its Applications. 540: 123151. DOI: 10.1016/J.Physa.2019.123151 |
0.357 |
|
| 2019 |
Dastjerd NK, Sert OC, Ozyer T, Alhajj R. Fuzzy Classification Methods Based Diagnosis of Parkinson's disease from Speech Test Cases. Current Aging Science. PMID 31241024 DOI: 10.2174/1874609812666190625140311 |
0.312 |
|
| 2019 |
Ozsoy MG, Polat F, Alhajj R. Effective induction of gene regulatory networks using a novel recommendation method International Journal of Data Mining and Bioinformatics. 22: 91. DOI: 10.1504/Ijdmb.2019.10021452 |
0.386 |
|
| 2019 |
Afra S, Alhajj R. Integrated framework for criminal network extraction from Web Journal of Information Science. 16555151988860. DOI: 10.1177/0165551519888606 |
0.312 |
|
| 2019 |
Aksac A, Özyer T, Alhajj R. CutESC: Cutting edge spatial clustering technique based on proximity graphs Pattern Recognition. 96: 106948. DOI: 10.1016/J.Patcog.2019.06.014 |
0.313 |
|
| 2019 |
Sailunaz K, Alhajj R. Emotion and sentiment analysis from Twitter text Journal of Computational Science. 36: 101003. DOI: 10.1016/J.Jocs.2019.05.009 |
0.315 |
|
| 2019 |
Xylogiannopoulos KF, Karampelas P, Alhajj R. A password creation and validation system for social media platforms based on big data analytics Journal of Ambient Intelligence and Humanized Computing. 11: 53-73. DOI: 10.1007/S12652-019-01172-X |
0.378 |
|
| 2018 |
Aghakhani S, Qabaja A, Alhajj R. Integration of k-means clustering algorithm with network analysis for drug-target interactions network prediction International Journal of Data Mining and Bioinformatics. 20: 185. DOI: 10.1504/Ijdmb.2018.10016075 |
0.346 |
|
| 2018 |
Bütün E, Kaya M, Alhajj R. Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks Information Sciences. 152-165. DOI: 10.1016/J.Ins.2018.06.051 |
0.364 |
|
| 2018 |
Sarhan A, Rokne JG, Alhajj R. Integrating Flexibility and Fuzziness into a Question Driven Query Model Information Sciences. 430: 349-377. DOI: 10.1016/J.Ins.2017.11.049 |
0.326 |
|
| 2017 |
Üçer S, Koçak Y, Ozyer T, Alhajj R. Social network Analysis-based classifier (SNAc): A case study on time course gene expression data. Computer Methods and Programs in Biomedicine. 150: 73-84. PMID 28859830 DOI: 10.1016/J.Cmpb.2017.06.015 |
0.407 |
|
| 2017 |
Erdogdu U, Polat F, Alhajj R. Employing decomposable partially observable Markov decision processes to control gene regulatory networks. Artificial Intelligence in Medicine. PMID 28733120 DOI: 10.1016/J.Artmed.2017.06.007 |
0.31 |
|
| 2017 |
Aksac A, Ozyer T, Alhajj R. Complex networks driven salient region detection based on superpixel segmentation Pattern Recognition. 66: 268-279. DOI: 10.1016/J.Patcog.2017.01.010 |
0.309 |
|
| 2016 |
Sirin U, Polat F, Alhajj R. Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. PMID 27483460 DOI: 10.1109/Tcbb.2016.2595577 |
0.303 |
|
| 2016 |
Koçak Y, Özyer T, Alhajj R. Utilizing maximal frequent itemsets and social network analysis for HIV data analysis Journal of Cheminformatics. 8. DOI: 10.1186/S13321-016-0184-9 |
0.328 |
|
| 2016 |
Addam O, Chen A, Hoang W, Rokne J, Alhajj R. Foreign exchange data crawling and analysis for knowledge discovery leading to informative decision making Knowledge-Based Systems. 102: 1-19. DOI: 10.1016/J.Knosys.2016.03.005 |
0.327 |
|
| 2016 |
Ozsoy MG, Polat F, Alhajj R. Making recommendations by integrating information from multiple social networks Applied Intelligence. 45: 1047-1065. DOI: 10.1007/S10489-016-0803-1 |
0.382 |
|
| 2016 |
Xylogiannopoulos KF, Karampelas P, Alhajj R. Repeated patterns detection in big data using classification and parallelism on LERP Reduced Suffix Arrays Applied Intelligence. 45: 567-597. DOI: 10.1007/S10489-016-0766-2 |
0.318 |
|
| 2015 |
Gao S, Chen A, Rahmani A, Zeng A, Tan M, Alhajj R, Rokne J, Demetrick D, Wei X. Multi-scale modularity and motif distributional effect in metabolic networks. Current Protein & Peptide Science. PMID 26412791 DOI: 10.2174/1389203716666150923104603 |
0.322 |
|
| 2015 |
Kazienko P, Alhajj R, Srivastava J. Computational aspects of social network analysis Scientific Programming. 2015. DOI: 10.1155/2015/961610 |
0.351 |
|
| 2015 |
Shafiq O, Alhajj R, Rokne JG. On personalizing Web search using social network analysis Information Sciences. 314: 55-76. DOI: 10.1016/J.Ins.2015.02.029 |
0.345 |
|
| 2015 |
Moshirpour M, El-Sherif SM, Alhajj R, Far BH. Verification of lack of emergent behavior in extending a social network of agents Social Network Analysis and Mining. 5: 1-13. DOI: 10.1007/S13278-014-0242-0 |
0.394 |
|
| 2014 |
Gao S, Karakira I, Afra S, Naji G, Alhajj R, Zeng J, Demetrick D. Evaluating predictive performance of network biomarkers with network structures. Journal of Bioinformatics and Computational Biology. 12: 1450025. PMID 25219385 DOI: 10.1142/S0219720014500255 |
0.354 |
|
| 2014 |
Wu F, Chen L, Wang J, Alhajj R. Biomolecular networks and human diseases. Biomed Research International. 2014: 363717. PMID 25050344 DOI: 10.1155/2014/363717 |
0.36 |
|
| 2014 |
Qabaja A, Jarada T, Elsheikh A, Alhajj R. Prediction of gene-based drug indications using compendia of public gene expression data and PubMed abstracts. Journal of Bioinformatics and Computational Biology. 12: 1450007. PMID 24969745 DOI: 10.1142/S0219720014500073 |
0.302 |
|
| 2014 |
Rasheed F, Alhajj R. A framework for periodic outlier pattern detection in time-series sequences. Ieee Transactions On Cybernetics. 44: 569-82. PMID 23757597 DOI: 10.1109/Tsmcc.2013.2261984 |
0.319 |
|
| 2014 |
Almansoori W, Addam O, Zarour O, Elzohbi M, Sarhan A, Kaya M, Rokne J, Alhajj R. The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process Journal of Organizational Computing and Electronic Commerce. 24: 186-214. DOI: 10.1080/10919392.2014.896727 |
0.345 |
|
| 2014 |
Rahmani A, Afra S, Zarour O, Addam O, Koochakzadeh N, Kianmehr K, Alhajj R, Rokne J. Graph-based approach for outlier detection in sequential data and its application on stock market and weather data Knowledge-Based Systems. 61: 89-97. DOI: 10.1016/J.Knosys.2014.02.008 |
0.754 |
|
| 2014 |
Peng P, Addam O, Elzohbi M, Özyer ST, Elhajj A, Gao S, Liu Y, Özyer T, Kaya M, Ridley M, Rokne J, Alhajj R. Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data Knowledge-Based Systems. 56: 108-122. DOI: 10.1016/J.Knosys.2013.11.003 |
0.321 |
|
| 2014 |
Kaya M, Alhajj R. Development of multidimensional academic information networks with a novel data cube based modeling method Information Sciences. 265: 211-224. DOI: 10.1016/J.Ins.2013.11.012 |
0.419 |
|
| 2014 |
Rahmani A, Chen A, Sarhan A, Jida J, Rifaie M, Alhajj R. Social media analysis and summarization for opinion mining: a business case study Social Network Analysis and Mining. 4: 1-11. DOI: 10.1007/S13278-014-0171-Y |
0.408 |
|
| 2013 |
Gao S, Chen A, Rahmani A, Jarada T, Alhajj R, Demetrick D, Zeng J. MCF: a tool to find multi-scale community profiles in biological networks. Computer Methods and Programs in Biomedicine. 112: 665-72. PMID 24075082 DOI: 10.1016/J.Cmpb.2013.07.029 |
0.34 |
|
| 2013 |
Guerbas A, Addam O, Zaarour O, Nagi M, Elhajj A, Ridley M, Alhajj R. Effective web log mining and online navigational pattern prediction Knowledge-Based Systems. 49: 50-62. DOI: 10.1016/J.Knosys.2013.04.014 |
0.335 |
|
| 2013 |
Shafiq MO, Jarada TN, Karampelas P, Alhajj R, Rokne JG. Integrating Online Social Network Analysis in Personalized Web Search Social Network Analysis and Mining. 589-613. DOI: 10.1007/978-3-7091-1346-2_26 |
0.361 |
|
| 2013 |
Moshirpour M, El-Sherif SM, Far BH, Alhajj R. Detecting Emergent Behavior in a Social Network of Agents Social Network Analysis and Mining. 393-409. DOI: 10.1007/978-3-7091-1346-2_17 |
0.346 |
|
| 2012 |
Nagi M, Elhajj A, Addam O, Qabaja A, Zarour O, Jarada T, Gao S, Jida J, Murshed A, Sleiman I, Özyer T, Ridley M, Alhajj R. Robust framework for recommending restructuring of websites by analysing web usage and web structure data International Journal of Business Intelligence and Data Mining. 7: 4-20. DOI: 10.1504/Ijbidm.2012.048725 |
0.343 |
|
| 2012 |
Kianmehr K, Koochakzadeh N, Alhajj R. AskFuzzy: Attractive visual fuzzy query builder Proceedings - International Conference On Data Engineering. 1241-1244. DOI: 10.1109/ICDE.2012.116 |
0.705 |
|
| 2012 |
Koochakzadeh N, Kianmehr K, Sarraf A, Alhajj R. Market investment advice: A social network approach Proceedings of the 2012 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2012. 71-78. DOI: 10.1109/ASONAM.2012.22 |
0.738 |
|
| 2012 |
Yildizer E, Balci AM, Jarada TN, Alhajj R. Integrating wavelets with clustering and indexing for effective content-based image retrieval Knowledge-Based Systems. 31: 55-66. DOI: 10.1016/J.Knosys.2012.01.013 |
0.306 |
|
| 2012 |
Iikman OO, Özyer T, Zarour O, Alhajj R, Polat F. TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML Information Sciences. 193: 247-274. DOI: 10.1016/J.Ins.2012.01.012 |
0.354 |
|
| 2012 |
Alhajj R. Network Modeling and Analysis in Health Informatics and Bioinformatics Journal Network Modeling Analysis in Health Informatics and Bioinformatics. 1: 1-2. DOI: 10.1007/S13721-012-0011-9 |
0.347 |
|
| 2012 |
Almansoori W, Gao S, Jarada TN, Elsheikh AM, Murshed AN, Jida J, Alhajj R, Rokne J. Link prediction and classification in social networks and its application in healthcare and systems biology Network Modeling Analysis in Health Informatics and Bioinformatics. 1: 27-36. DOI: 10.1007/S13721-012-0005-7 |
0.373 |
|
| 2012 |
Zhang M, Alhajj R. Effectiveness of NAQ-tree in handling reverse nearest-neighbor queries in high-dimensional metric space Knowledge and Information Systems. 31: 307-343. DOI: 10.1007/S10115-011-0405-5 |
0.319 |
|
| 2011 |
Gao S, Zeng J, ElSheikh AM, Naji G, Alhajj R, Rokne J, Demetrick D. A closer look at "social" boundary genes reveals knowledge to gene expression profiles. Current Protein & Peptide Science. 12: 602-13. PMID 21827429 DOI: 10.2174/1389203711109070602 |
0.39 |
|
| 2011 |
Tan M, Alshalalfa M, Alhajj R, Polat F. Influence of prior knowledge in constraint-based learning of gene regulatory networks. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 130-42. PMID 21071802 DOI: 10.1109/Tcbb.2009.58 |
0.357 |
|
| 2011 |
Alshalalfa M, Özyer T, Alhajj R, Rokne J. Discovering cancer biomarkers: From DNA to communities of genes International Journal of Networking and Virtual Organisations. 8: 158-178. DOI: 10.1504/Ijnvo.2011.037166 |
0.339 |
|
| 2011 |
Kianmehr K, Alhajj R. A fuzzy prediction model for calling communities International Journal of Networking and Virtual Organisations. 8: 75-97. DOI: 10.1504/Ijnvo.2011.037162 |
0.354 |
|
| 2011 |
Memon N, Wiil UK, Alhajj R, Atzenbeck C, Harkiolakis N. Harvesting covert networks: A case study of the iMiner database International Journal of Networking and Virtual Organisations. 8: 52-74. DOI: 10.1504/Ijnvo.2011.037161 |
0.405 |
|
| 2011 |
Chen A, Gao S, Jarada TN, Zhang M, Pavlatos C, Karampelas P, Alhajj R. Effectiveness of heuristic based approach on the performance of indexing and clustering of high dimensional data Journal of Information and Knowledge Management. 10: 261-271. DOI: 10.1142/S0219649211002973 |
0.314 |
|
| 2011 |
Rasheed F, Alshalalfa M, Alhajj R. Efficient periodicity mining in time series databases using suffix trees Ieee Transactions On Knowledge and Data Engineering. 23: 79-94. DOI: 10.1109/Tkde.2010.76 |
0.306 |
|
| 2011 |
Koochakzadeh N, Sarraf A, Kianmehr K, Rokne J, Alhajj R. NetDriller: A powerful social network analysis tool Proceedings - Ieee International Conference On Data Mining, Icdm. 1235-1238. DOI: 10.1109/ICDMW.2011.128 |
0.735 |
|
| 2011 |
Koochakzadeh N, Alhajj R. Social network analysis in software testing to categorize unit test cases based on coverage information Proc.- 2011 Ieee International Conference On Hpcc 2011 - 2011 Ieee International Workshop On Ftdcs 2011 -Workshops of the 2011 Int. Conf. On Uic 2011- Workshops of the 2011 Int. Conf. Atc 2011. 412-416. DOI: 10.1109/HPCC.2011.60 |
0.734 |
|
| 2011 |
Alhajj R, Memon N. Introduction to the second issue of Social Network Analysis and Mining journal: scientific computing for social network analysis and dynamicity Social Network Analysis and Mining. 1: 73-74. DOI: 10.1007/S13278-011-0022-Z |
0.367 |
|
| 2011 |
Memon N, Alhajj R. Introduction to the first issue of Social Network Analysis and Mining journal Social Network Analysis and Mining. 1: 1-2. DOI: 10.1007/S13278-010-0016-2 |
0.369 |
|
| 2011 |
Özyer T, Zhang M, Alhajj R. Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation Applied Intelligence. 35: 110-122. DOI: 10.1007/S10489-009-0206-7 |
0.346 |
|
| 2011 |
Koochakzadeh N, Keshavarz F, Sarraf A, Rahmani A, Kianmehr K, Rifaie M, Alhajj R, Rokne J. Stock investment decision making: A social network approach Studies in Computational Intelligence. 369: 47-57. DOI: 10.1007/978-3-642-22732-5_5 |
0.737 |
|
| 2011 |
Kianmehr K, Kaya M, ElSheikh AM, Jida J, Alhajj R. Fuzzy association rule mining framework and its application to effective fuzzy associative classification Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1: 477-495. DOI: 10.1002/Widm.40 |
0.35 |
|
| 2010 |
Tan M, Alhajj R, Polat F. Scalable approach for effective control of gene regulatory networks. Artificial Intelligence in Medicine. 48: 51-9. PMID 19879739 DOI: 10.1016/J.Artmed.2009.10.002 |
0.328 |
|
| 2010 |
Koochakzadeh N, Kianmehr K, Jida J, Lee I, Alhajj R, Rokne J. Semi-supervised dynamic classification for intrusion detection International Journal of Software Engineering and Knowledge Engineering. 20: 139-154. DOI: 10.1142/S0218194010004669 |
0.751 |
|
| 2010 |
Lo A, Özyer T, Tahboob R, Kianmehr K, Jida J, Alhajj R. XML materialized views and schema evolution in VIREX Information Sciences. 180: 4940-4957. DOI: 10.1016/J.Ins.2010.08.025 |
0.311 |
|
| 2010 |
Kianmehr K, Alshalalfa M, Alhajj R. Fuzzy clustering-based discretization for gene expression classification Knowledge and Information Systems. 24: 441-465. DOI: 10.1007/S10115-009-0214-2 |
0.36 |
|
| 2010 |
Zhang M, Alhajj R. Effectiveness of NAQ-tree as index structure for similarity search in high-dimensional metric space Knowledge and Information Systems. 22: 1-26. DOI: 10.1007/S10115-008-0190-Y |
0.308 |
|
| 2009 |
Zeng J, Alhajj R, Demetrick DJ. Representative transcript sets for evaluating a translational initiation sites predictor. Bmc Bioinformatics. 10: 206. PMID 19573244 DOI: 10.1186/1471-2105-10-206 |
0.334 |
|
| 2009 |
Kianmehr K, Özyer T, Kaya M, Alhajj R. Wrapping VRXQuery with self-adaptive fuzzy capabilities Web Intelligence and Agent Systems. 7: 269-279. DOI: 10.3233/Wia-2009-0168 |
0.332 |
|
| 2009 |
Rifaie M, Kianmehr K, Alhajj R, Ridley MJ. Data modelling for effective data warehouse architecture and design International Journal of Information and Decision Sciences. 1: 282-300. DOI: 10.1504/Ijids.2009.027656 |
0.313 |
|
| 2009 |
Lee I, Kianmehr K, Koochakzadeh N, Alhajj R, Rokne J. A new framework for an adaptive classifier model 2009 Ieee International Conference On Information Reuse and Integration, Iri 2009. 138-144. DOI: 10.1109/IRI.2009.5211540 |
0.715 |
|
| 2009 |
Kianmehr K, Alhajj R. Calling communities analysis and identification using machine learning techniques Expert Systems With Applications. 36: 6218-6226. DOI: 10.1016/J.Eswa.2008.07.072 |
0.336 |
|
| 2008 |
Kianmehr K, Alhajj R. CARSVM: a class association rule-based classification framework and its application to gene expression data. Artificial Intelligence in Medicine. 44: 7-25. PMID 18586476 DOI: 10.1016/J.Artmed.2008.05.002 |
0.364 |
|
| 2008 |
Kianmehr K, Alhajj R. EFFECTIVENESS OF SUPPORT VECTOR MACHINE FOR CRIME HOT-SPOTS PREDICTION Applied Artificial Intelligence. 22: 433-458. DOI: 10.1080/08839510802028405 |
0.334 |
|
| 2008 |
Kaya M, Alhajj R. Online mining of fuzzy multidimensional weighted association rules Applied Intelligence. 29: 13-34. DOI: 10.1007/S10489-007-0078-7 |
0.342 |
|
| 2007 |
Kianmehr K, Zhang H, Nikolov K, Özyer T, Alhajj R. Utilising Neural Network and Support Vector Machine for Gene Expression Classification Journal of Information & Knowledge Management. 6: 251-260. DOI: 10.1142/S0219649207001822 |
0.346 |
|
| 2007 |
Özyer T, Alhajj R, Barker K. Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening Journal of Network and Computer Applications. 30: 99-113. DOI: 10.1016/J.Jnca.2005.06.002 |
0.339 |
|
| 2007 |
Rahman RM, Barker K, Alhajj R. Replica Placement Strategies in Data Grid Journal of Grid Computing. 6: 103-123. DOI: 10.1007/S10723-007-9090-8 |
0.346 |
|
| 2006 |
Lo A, Alhajj R, Barker K. VIREX: visual relational to XML conversion tool Journal of Visual Languages & Computing. 17: 25-45. DOI: 10.1016/J.Jvlc.2005.08.002 |
0.305 |
|
| 2006 |
Kaya M, Alhajj R. Utilizing genetic algorithms to optimize membership functions for fuzzy weighted association rules mining Applied Intelligence. 24: 7-15. DOI: 10.1007/S10489-006-6925-0 |
0.348 |
|
| 2006 |
Chenier C, Jun JJ, Zhang J, Özyer T, Alhajj R. Association-rules mining based broadcasting approach for XML data Lecture Notes in Computer Science. 207-216. DOI: 10.1007/11890393_22 |
0.34 |
|
| 2005 |
Kaya M, Alhajj R. Genetic algorithm based framework for mining fuzzy association rules Fuzzy Sets and Systems. 152: 587-601. DOI: 10.1016/J.Fss.2004.09.014 |
0.337 |
|
| 2004 |
Udechukwu A, Barker K, Alhajj R. A framework for representing navigational patterns as full temporal objects Acm Sigecom Exchanges. 5: 23-33. DOI: 10.1145/1120687.1120691 |
0.315 |
|
| 2004 |
Kaya M, Alhajj R. Mining multi-cross-level fuzzy weighted association rules Information Systems. 1: 225-230. DOI: 10.1109/Is.2004.1344671 |
0.312 |
|
| 2004 |
Özyer T, Liu Y, Alhajj R, Barker K. Multi-objective genetic algorithm based clustering approach and its application to gene expression data Lecture Notes in Computer Science. 451-461. DOI: 10.1007/978-3-540-30198-1_46 |
0.313 |
|
| 2003 |
Alhajj R. Extracting the extended entity-relationship model from a legacy relational database Information Systems. 28: 597-618. DOI: 10.1016/S0306-4379(02)00042-X |
0.305 |
|
| 1998 |
Alhajj R, Polat F. Incremental view maintenance in object-oriented databases Acm Sigmis Database: the Database For Advances in Information Systems. 29: 52-64. DOI: 10.1145/313310.313338 |
0.308 |
|
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