Select Publications
Books
2023, Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing, http://dx.doi.org/10.1201/9781003340621
,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
2002, E Commerce Enabling Technologies, Pearson Education, Australia
,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
2023, 'GPipe', in Advances in Complex Decision Making, Chapman and Hall/CRC, pp. 21 - 37, http://dx.doi.org/10.1201/9781003340621-2
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,2005, 'Knowledge sharing infrastructure for virtual enterprises', in Fong MWL (ed.), E-Collaborations and Virtual Organizations, IRM Press, Hershey, PA, USA, pp. 1 - 28
,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
2024, 'Ontology-Driven Architecture for Managing Environmental, Social, and Governance Metrics', Electronics (Switzerland), 13, http://dx.doi.org/10.3390/electronics13091719
,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
,2024, 'Revolutionising healthcare with artificial intelligence: A bibliometric analysis of 40 years of progress in health systems', Digital Health, 10, http://dx.doi.org/10.1177/20552076241258757
,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
,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
,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
,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
,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
,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
,2022, 'Explainable and responsible artificial intelligence', Electronic Markets, 32, pp. 2103 - 2106, http://dx.doi.org/10.1007/s12525-022-00607-2
,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
,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
,2022, 'Designing and Managing Human-AI Interactions', Information Systems Frontiers, 24, pp. 691 - 697, http://dx.doi.org/10.1007/s10796-022-10313-1
,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
,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
,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
,2020, 'Semantic modeling for engineering data analytics solutions', Semantic Web, 11, pp. 525 - 547, http://dx.doi.org/10.3233/SW-190352
,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
,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
,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
,2019, 'Use of Mobile Apps for epidemic surveillance and response – availability and gaps', Global Biosecurity, 1, http://dx.doi.org/10.31646/gbio.39
,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
,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
,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
,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
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