Select Publications

Journal articles

Yu M; Rabhi FA; Bandara M, 2024, 'Ontology-Driven Architecture for Managing Environmental, Social, and Governance Metrics', Electronics, 13, pp. 1719 - 1719, http://dx.doi.org/10.3390/electronics13091719

Zhang T; Rabhi F; Chen X; Paik HY; MacIntyre CR, 2024, 'A machine learning-based universal outbreak risk prediction tool', Computers in Biology and Medicine, 169, http://dx.doi.org/10.1016/j.compbiomed.2023.107876

El Majzoub A; Rabhi FA; Hussain W, 2023, 'Evaluating interpretable machine learning predictions for cryptocurrencies', Intelligent Systems in Accounting, Finance and Management, 30, pp. 137 - 149, http://dx.doi.org/10.1002/isaf.1538

Chen W; El Majzoub A; Al-Qudah I; Rabhi FA, 2023, 'A CEP-driven framework for real-time news impact prediction on financial markets', Service Oriented Computing and Applications, 17, pp. 129 - 144, http://dx.doi.org/10.1007/s11761-023-00358-8

Bandara M; Rabhi FA; Bano M, 2023, 'A knowledge-driven approach for designing data analytics platforms', Requirements Engineering, 28, pp. 195 - 212, http://dx.doi.org/10.1007/s00766-022-00385-5

Chen W; Rabhi F; Liao W; Al-Qudah I, 2023, 'Leveraging State-of-the-Art Topic Modeling for News Impact Analysis on Financial Markets: A Comparative Study', Electronics (Switzerland), 12, http://dx.doi.org/10.3390/electronics12122605

Hussain W; Merigo JM; Gao H; Alkalbani AM; Rabhi FA, 2023, 'Integrated AHP-IOWA, POWA Framework for Ideal Cloud Provider Selection and Optimum Resource Management', IEEE Transactions on Services Computing, 16, pp. 370 - 382, http://dx.doi.org/10.1109/TSC.2021.3124885

Chen W; Milosevic Z; Rabhi FA; Berry A, 2023, 'Real-Time Analytics: Concepts, Architectures, and ML/AI Considerations', IEEE Access, 11, pp. 71634 - 71657, http://dx.doi.org/10.1109/ACCESS.2023.3295694

Meske C; Abedin B; Klier M; Rabhi F, 2022, 'Explainable and responsible artificial intelligence', Electronic Markets, 32, pp. 2103 - 2106, http://dx.doi.org/10.1007/s12525-022-00607-2

Hussain W; Gao H; Raza MR; Rabhi FA; Merigó JM, 2022, 'Assessing cloud QoS predictions using OWA in neural network methods', Neural Computing and Applications, 34, pp. 14895 - 14912, http://dx.doi.org/10.1007/s00521-022-07297-z

Asad M; Moustafa A; Rabhi FA; Aslam M, 2022, 'THF: 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning', IEEE Internet of Things Journal, 9, pp. 11085 - 11097, http://dx.doi.org/10.1109/JIOT.2021.3126828

Abedin B; Meske C; Junglas I; Rabhi F; Motahari-Nezhad HR, 2022, 'Designing and Managing Human-AI Interactions', Information Systems Frontiers, http://dx.doi.org/10.1007/s10796-022-10313-1

Zhang T; Rabhi F; Behnaz A; Chen X; Paik HY; Yao L; MacIntyre CR, 2022, 'Use of automated machine learning for an outbreak risk prediction tool', Informatics in Medicine Unlocked, 34, http://dx.doi.org/10.1016/j.imu.2022.101121

Assemi B; Jafarzadeh H; Abedin E; Rabhi F; Mathies C, 2022, 'Who Gets the Job? Synthesis of Literature Findings on Provider Success in Crowdsourcing Marketplaces', Pacific Asia Journal of the Association for Information Systems, 14, http://dx.doi.org/10.17705/1pais.14104

Rabhi FA; Bandara M; Lu K; Dewan S, 2021, 'Design of an innovative IT platform for analytics knowledge management', Future Generation Computer Systems, 116, pp. 209 - 219, http://dx.doi.org/10.1016/j.future.2020.10.022

Bandara M; Rabhi FA, 2020, 'Semantic modeling for engineering data analytics solutions', Semantic Web, 11, pp. 525 - 547, http://dx.doi.org/10.3233/sw-190352

Gurbuz O; Rabhi F; Demirors O, 2019, 'Process ontology development using natural language processing: a multiple case study', Business Process Management Journal, 25, pp. 1208 - 1227, http://dx.doi.org/10.1108/BPMJ-05-2018-0144

Fahmideh M; Daneshgar F; Rabhi F; Beydoun G, 2019, 'A generic cloud migration process model', European Journal of Information Systems, 28, pp. 233 - 255, http://dx.doi.org/10.1080/0960085X.2018.1524417

Alhamazani K; Ranjan R; Jayaraman PP; Mitra K; Liu C; Rabhi F; Georgakopoulos D; Wang L, 2019, 'Cross-Layer Multi-Cloud Real-Time Application QoS Monitoring and Benchmarking As-a-Service Framework', IEEE Transactions on Cloud Computing, 7, pp. 48 - 61, http://dx.doi.org/10.1109/TCC.2015.2441715

Mohanty B; Chughtai A; Rabhi F, 2019, 'Use of Mobile Apps for epidemic surveillance and response – availability and gaps', Global Biosecurity, 1, http://dx.doi.org/10.31646/gbio.39

Gow R; Rabhi FA; Venugopal S, 2018, 'Anomaly Detection in Complex Real World Application Systems', IEEE Transactions on Network and Service Management, 15, pp. 83 - 96, http://dx.doi.org/10.1109/TNSM.2017.2771403

Namvar A; Siami M; Rabhi F; Naderpour M, 2018, 'Credit risk prediction in an imbalanced social lending environment', International Journal of Computational Intelligence Systems, 11, pp. 925 - 935, http://dx.doi.org/10.2991/ijcis.11.1.70

Gholami MF; Daneshgar F; Beydoun G; Rabhi F, 2017, 'Challenges in migrating legacy software system migration to cloud — an empirical study', Information Systems, 67, pp. 100 - 113, http://dx.doi.org/10.1016/j.is.2017.03.008

Milosevic Z; Chen W; Berry A; Rabhi FA, 2016, 'An open architecture for event-based analytics', International Journal of Data Science and Analytics, 2, pp. 13 - 27, http://dx.doi.org/10.1007/s41060-016-0029-7

Shah T; Yavari A; Mitra K; Saguna S; Jayaraman PP; Rabhi F; Ranjan R, 2016, 'Remote health care cyber-physical system: quality of service (QoS) challenges and opportunitiesInspec keywordsOther keywords', IET CYBER-PHYSICAL SYSTEMS: THEORY & APPLICATIONS, 1, pp. 40 - 48, http://dx.doi.org/10.1049/iet-cps.2016.0023

Chen W; Rabhi FA, 2016, 'Enabling user-driven rule management in event data analysis', Information Systems Frontiers, 18, pp. 511 - 528, http://dx.doi.org/10.1007/s10796-016-9633-2

Joukhadar G; Rabhi F, 2016, 'SOA in practice – a study of governance aspects', Information Systems Frontiers, http://dx.doi.org/10.1007/s10796-015-9607-9

Yao L; Rabhi FA, 2015, 'Building architectures for data-intensive science using the ADAGE framework', Concurrency and Computation: Practice and Experience, 27, pp. 1188 - 1206, http://dx.doi.org/10.1002/cpe.3280

Alhamazani K; Ranjan R; Mitra K; Rabhi F; Jayaraman PP; Khan SU; Guabtni A; Bhatnagar V, 2015, 'An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art', Computing, 97, pp. 357 - 377, http://dx.doi.org/10.1007/s00607-014-0398-5

Shah T; Rabhi F; Ray P, 2015, 'Investigating an ontology-based approach for Big Data analysis of inter-dependent medical and oral health conditions', Cluster Computing, 18, pp. 351 - 367, http://dx.doi.org/10.1007/s10586-014-0406-8

Guabtni A; Ranjan R; Rabhi FA, 2013, 'A workload-driven approach to database query processing in the cloud', Journal of Supercomputing, 63, pp. 722 - 736, http://dx.doi.org/10.1007/s11227-011-0717-y

Chattopadhyay S; Banerjee S; Rabhi FA; Rajendra AU, 2013, 'A Case-Based Reasoning system for complex medical diagnosis', Expert Systems, 30, pp. 12 - 20, http://dx.doi.org/10.1111/j.1468-0394.2012.00618.x

Rabhi FA; Yao L; Guabtni A, 2012, 'ADAGE: A Framework for Supporting User-Driven Ad-hoc Data Analysis Processes', Computing, 94, pp. 489 - 519, http://dx.doi.org/10.1007/s00607-012-0193-0

Chattopadhyay S; Rabhi FA; Bhanjachaudhuri ; Jena , 2012, 'Mining Important Symptoms of Adult Depression', International Journal of Computer Applications, 57, pp. 5 - 9

Luthria H; Rabhi FA, 2012, 'Service-Oriented Architectures: Myth or Reality?', IEEE Software, 29, pp. 46 - 52, http://dx.doi.org/10.1109/MS.2011.156

Chattopadhyay ; Rabhi FA; Rajendra AU; Joshi R; Gajendran R, 2011, 'An Approach to Model Right Iliac Fossa Pain Using Pain-Only-Parameters for Screening Acute Appendicitis', Journal of Medical Systems, 36, pp. 1491 - 1502, http://dx.doi.org/10.1007/s10916-010-9610-0

Guabtni A; Kundisch D; Rabhi FA, 2010, 'A User-driven SOA for Financial Market Data Analysis', Enterprise Modelling and Information Systems Architectures, 5, pp. 4 - 20, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000420105000002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Wagener M; Kundisch D; Riordan R; Rabhi FA; Herrmann P; Weinhardt C, 2010, 'Price Efficiency in Futures and Spot Trading: The Role of Information Technology', Electronic Commerce Research and Applications, 9, pp. 400 - 409, http://dx.doi.org/10.1016/j.elerap.2010.04.002

Rabhi FA; Guabtni A; Yao LX, 2009, 'A Data Model for Processing Financial Market and News Data', International Journal of Electronic Finance, 3, pp. 387 - 403

Mangkorntong P; Rabhi FA, 2009, 'A Domain-Driven Approach for Detecting Event Patterns in E-Markets', World Wide Web - Internet and Web Information Systems, 12, pp. 69 - 86, http://www.springerlink.com/content/328253044v776427/

Luthria H; Rabhi FA, 2009, 'Service Oriented Computing in Practice - An Agenda for Research into the Factors Influencing the Organizational Adoption of Service Oriented Architectures', Journal of Theoretical and Applied Electronic Commerce Research, 4, pp. 39 - 56, http://www.jtaer.com/

Luthria H; Rabhi FA, 2008, 'Organizational Constraints to Realizing Business Value from Service Oriented Architectures: An Empirical Study of Financial Service Institutions', Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, 5364, pp. 256 - 270

Dabous F; Rabhi F; Al-Naeem T, 2007, 'A case study in systematic quality-based selection of e-business architectural patterns', Jordan Journal of Applied Sciences - Natural Sciences, 9, pp. 133 - 145

Mangkorntong P; Rabhi FA, 2007, 'A Domain-Driven Approach for Detecting Event Patterns in E-Markets: A Case Study in Financial Market Surveillance', Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, 4831, pp. 147 - 158

Rabhi FA; Yu H; Dabous FT; Wu SY, 2007, 'A service-oriented architecture for financial business processes: A case study in trading strategy simulation', Information Systems and E - Business Management, 5, pp. 185 - 200

Al-Naeem TA; Gorton I; Rabhi FA; Benatallah B, 2005, 'Tool support for optimization-based architectural evaluation', ACM SIGSOFT Software Engineering Notes, 30, pp. 1 - 4

Al-Naeem T; Gorton I; Rabhi F; Benatallah B, 2005, 'Tool support for optimization-based architectural evaluation', ACM SIGSOFT Software Engineering Notes, 30, pp. 1 - 4, http://dx.doi.org/10.1145/1082983.1082954

Rabhi FA; Ould-Khaoua M; Loucif S, 2004, 'On the Performance of MultiComputer Interconnection Networks', Journal of Systems Architecture, 50, pp. 563 - 574

Rabhi FA; Benatallah B; Al-Naeem TA; Ray PK, 2004, 'Systematic Approaches for Designing B2B Applications', International Journal of Electronic Commerce, 9, pp. 41 - 70

Rabhi FA; Ray PK; Godart C; Molli P; Oster G; Perrin O; Skaf-Molli H, 2004, 'The Toxic Farm Integrated Co-operation Framework for Virtual Teams', Distributed and Parallel Databases, 15, pp. 67 - 88


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