Select Publications

Books

Hussain W; Gao H; Rabhi F; Martínez L, 2023, Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing, http://dx.doi.org/10.1201/9781003340621

van Hillegersberg J; Osterrieder J; Rabhi F; Abhishta A; Marisetty V; Huang X, 2023, Preface

, 2008, Enterprise Applications and Services in the Finance Industry, 3rd International Workshop FinanceCom 2007, Montreal, Canada, December 8, 2007, Veit DJ; Kundisch D; Weitzel T; Rabhi FA; Rajola F, (eds.), Springer Series: Lecture Notes in Business Information Processing

Benatallah B; Rabhi FA; Mehandjiev N, 2002, E Commerce Enabling Technologies, Pearson Education, Australia

Benatallah B; Rabhi FA, 2002, E-Commerce Enabling Technologies (1st Edition), Pearson Education, Australia

, 2002, Patterns and Skeletons for Parallel and Distributed Computing, Rabhi FA; Gorlatch S, (ed.), Springer Verlag, UK

Book Chapters

Brum Müller JHD; Rabhi F; Milosevic Z, 2023, 'GPipe', in Advances in Complex Decision Making, Chapman and Hall/CRC, pp. 21 - 37, http://dx.doi.org/10.1201/9781003340621-2

Ng SL; Rabhi F, 2023, 'A Data Analytics Architecture for the Exploratory Analysis of High-Frequency Market Data', in Enterprise Applications, Markets and Services in the Finance Industry, Springer Nature, pp. 1 - 16, http://dx.doi.org/10.1007/978-3-031-31671-5_1

Rabhi F; Yu M; Ng A; Lim E; Tan F; Hsiao A, 2023, 'Building an ESG Decision-Making System Challenges and Research Directions', in Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing, pp. 38 - 51, http://dx.doi.org/10.1201/9781003340621-3

de Brum Müller JH; Rabhi F; Milosevic Z, 2023, 'GPipe Using Adaptive Directed Acyclic Graphs to Run Data and Feature Pipelines with on-the-fly Transformations', in Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing, pp. 21 - 37, http://dx.doi.org/10.1201/9781003340621-2

Yuvaraj SG; Benatallah B; Motahari-Nezhad HR; Rabhi F, 2023, 'Identification and Generation of Actions Using Pre-trained Language Models', in , pp. 674 - 683, http://dx.doi.org/10.1007/978-981-99-7254-8_52

Manchanda C; Hussain W; Rabhi L; Rabhi F, 2023, 'Towards an API Marketplace for an e-Invoicing Ecosystem', in Enterprise Applications, Markets and Services in the Finance Industry, Springer Nature, pp. 82 - 96, http://dx.doi.org/10.1007/978-3-031-31671-5_6

Hussain W; Merigó JM; Rabhi F; Gao H, 2022, 'Aggregating Fuzzy Sentiments with Customized QoS Parameters for Cloud Provider Selection Using Fuzzy Best Worst and Fuzzy TOPSIS', in Soft Computing and Fuzzy Methodologies in Innovation Management and Sustainability, pp. 81 - 92, http://dx.doi.org/10.1007/978-3-030-96150-3_6

Geumpana TA; Rabhi F, 2020, 'Generic disaster information model for message delivery triage in disaster response', in Mobile Technologies for Delivering Healthcare in Remote, Rural or Developing Regions, pp. 191 - 206

Milosevic Z; Chen W; Berry A; Rabhi FA, 2016, 'Real-Time Analytics', in Buyya, R; Calheiros R; Vahid Dastjerdi A (ed.), Big Data: Principles and Paradigms, Elsevier, pp. 39 - 61, http://dx.doi.org/10.1016/B978-0-12-805394-2.00002-7

CHIU A, 2016, 'Pattern Recognition Algorithms for Seizure Applications', in Data Mining in Biomedical Imaging, Signaling, and Systems, Taylor & Francis, pp. 135 - 160, http://dx.doi.org/10.1201/b10917-10

Milosevic Z; Chen W; Berry A; Rabhi FA, 2016, 'Chapter 2 Real-Time Analytics', in Big Data, Elsevier, pp. 39 - 61, http://dx.doi.org/10.1016/b978-0-12-805394-2.00002-7

Luthria H; Rabhi FA, 2015, 'Service-oriented architecture as a driver of dynamic capabilities for achieving organizational agility', in The Handbook of Service Innovation, pp. 281 - 296, http://dx.doi.org/10.1007/978-1-4471-6590-3_14

Yao L; Rabhi FA; Peat M, 2014, 'Supporting data-intensive analysis processes: A review of enabling technologies and trends', in Handbook of Research on Architectural Trends in Service-Driven Computing, pp. 481 - 508, http://dx.doi.org/10.4018/978-1-4666-6178-3.ch019

Chattopadhyay S; Kaur P; Rabhi FA; Rajendra AU, 2011, 'Automatic Grading of Adult Depression using a Back Propagation Neural Net Classifier', in Dua S; Acharya UR (ed.), Data mining in biomedical signaling, imaging, and systems, Auerbach Publications, pp. 191 - 225, http://dx.doi.org/10.1201/b10917-10

Rabhi FA; Rana OF; Guabtni A; Benatallah B, 2009, 'A User-Driven Environment for Financial Market Data Analysis', in Lecture Notes in Business Information Processing, Springer Berlin Heidelberg, pp. 64 - 77, http://dx.doi.org/10.1007/978-3-642-01197-9_5

Dabous FT; Rabhi FA, 2008, 'Information Systems and IT Architectures for Securities Trading', in Seese D; Weinhardt C; Schlottmann F (ed.), Handbook on Information Technology in Finance, Springer-Verlag, Berlin Heideberg, pp. 29 - 50

Benatallah B; Perrin O; Rabhi FA; Godart C, 2006, 'Web Service Computing: overview and directions', in Handbook of Nature-Inspired and Innovative Computing: Integrating classical models with emerging technologies, Spring, USA, pp. 553 - 574

Daneshgar F; Ray PK; Rabhi FA; Skaf-Molli H; Molli P; Godart C, 2005, 'Knowledge sharing infrastructure for virtual enterprises', in Fong MWL (ed.), E-Collaborations and Virtual Organizations, IRM Press, Hershey, PA, USA, pp. 1 - 28

Rabhi FA, 2002, 'Skeleton-based Programming Environments', in Rabhi F; Gorlatch S (ed.), Patterns and Skeletons for Parallel and Distributed Computing, Springer Verlag, UK, pp. 187 - 208

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


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