Select Publications

Conference Papers

Bandara M; Jiang Y; Gill A; Rabhi FA; Beydoun G, 2023, 'An Application Ontology for Reproducibility of Machine Learning Solutions', in International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies"

Patrikeos N; Jiang Y; Rabhi F, 2023, 'Bridging the Gap between Academic Curricula and Industrial Practice with DevOps Education', in Proceedings - Asia-Pacific Software Engineering Conference, APSEC, pp. 549 - 553, http://dx.doi.org/10.1109/APSEC60848.2023.00068

Meske C; Abedin B; Klier M; Rabhi FA, 2023, 'Introduction to the Minitrack on Explainable Artificial Intelligence (XAI)', in Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 1073 - 1074

Chen W; Al-Qudah I; Rabhi F, 2022, 'A Framework for Facilitating Reproducible News Sentiment Impact Analysis', in ACM International Conference Proceeding Series, pp. 125 - 131, http://dx.doi.org/10.1145/3520084.3520104

Meske C; Abedin B; Klier M; Rabhi F, 2022, 'Introduction to the Minitrack on Explainable Artificial Intelligence (XAI)', in Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 1468 - 1469

Ng SL; Rabhi FA; Whyte G; Zeng A, 2021, 'Introducing the BrewAI AutoML Tool', in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Sydney, Australia, pp. 198 - 207, presented at 7th EAI International Conference, IoTaaS 2021, Sydney, Australia, 13 December 2021 - 14 December 2021, http://dx.doi.org/10.1007/978-3-030-95987-6_14

Luong NNT; Milosevic Z; Berry A; Rabhi F, 2020, 'An open architecture for complex event processing with machine learning', in Proceedings - 2020 IEEE 24th International Enterprise Distributed Object Computing Conference, EDOC 2020, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 51 - 56, presented at 2020 IEEE 24th International Enterprise Distributed Object Computing Conference (EDOC), ELECTR NETWORK, 05 October 2020 - 08 October 2020, http://dx.doi.org/10.1109/EDOC49727.2020.00016

Tri Luong NN; Milosevic Z; Berry A; Rabhi F, 2020, 'A Visual Interactive Analytics Interface for Complex Event Processing and Machine Learning Processing of Financial Market Data', in Proceedings of the International Conference on Information Visualisation, pp. 189 - 194, http://dx.doi.org/10.1109/IV51561.2020.00039

Bandara M; Rabhi FA, 2020, 'Knowledge-Driven Framework for Designing Visual Analytics Applications', in Proceedings of the International Conference on Information Visualisation, pp. 515 - 520, http://dx.doi.org/10.1109/IV51561.2020.00089

Rabhi FA; Mehandjiev N; Baghdadi A, 2020, 'State-of-the-Art in Applying Machine Learning to Electronic Trading', in Lecture Notes in Business Information Processing, Springer Nature, pp. 3 - 20, http://dx.doi.org/10.1007/978-3-030-64466-6_1

Pilaka M; Rabhi FA; Bandara M, 2019, 'Semantic Process Based Framework for Regulatory Reporting Process Management', in 9th International Conference on Advances in Computing and Information Technology (ACITY 2019), Academy and Industry Research Collaboration Center (AIRCC), pp. 183 - 201, presented at 9th International Conference on Advances in Computing and Information Technology (ACITY 2019), http://dx.doi.org/10.5121/csit.2019.91718

Qudah IA; Rabhi FA, 2019, 'Systematic Approach to Quantify Impact of News Sentiment on Financial Markets', in Maheshwari P; Mishra VP; Velan SS; Naranje V (eds.), Proceedings of 2019 International Conference on Computational Intelligence and Knowledge Economy, ICCIKE 2019, Institute of Electrical and Electronics Engineers (IEEE), U ARAB EMIRATES, Amity Univ Dubai, Dubai, pp. 60 - 65, presented at 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE), U ARAB EMIRATES, Amity Univ Dubai, Dubai, 11 December 2019 - 12 December 2019, http://dx.doi.org/10.1109/ICCIKE47802.2019.9004384

Quboa Q; Behnaz A; Mehandjiev N; Rabhi F, 2019, 'Ontology-informed lattice reduction using the discrimination power index', in Endres D; Alam M; Sotropa D (eds.), Graph-Based Representation and Reasoning : 24th International Conference on Conceptual Structures, ICCS 2019, Marburg, Germany, July 1-4, 2019, Proceedings (Series title: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, Marburg, Germany, pp. 160 - 174, presented at 24th International Conference on Conceptual Structures, ICCS 2019, Marburg, Germany, July 1-4, 2019 : proceedings, Marburg, Germany, 01 July 2019 - 04 July 2019, http://dx.doi.org/10.1007/978-3-030-23182-8_12

Bandara M; Behnaz A; Rabhi FA, 2019, 'RVO - The research variable ontology', in Hitzler P; Fernandez M; Janowicz K; Zaveri A; Gray AJG; Lopez V; Haller A; Hammar K (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, SLOVENIA, Portoroz, pp. 412 - 426, presented at 16th International Extended Semantic Web Conference (ESWC), SLOVENIA, Portoroz, 02 June 2019 - 06 June 2019, http://dx.doi.org/10.1007/978-3-030-21348-0_27

Yürüm OR; Demirörs O; Rabhi F, 2018, 'A comprehensive evaluation of agile maturity self-assessment surveys', in Stamelos I; O'Connor RV; Rout T; Dorling A (eds.), Communications in Computer and Information Science, Springer, Cham, Thessaloniki, Greece, pp. 300 - 315, presented at International Conference on Software Process Improvement and Capability Determination : SPICE 2018, Thessaloniki, Greece, 09 October 2018 - 10 October 2018, http://dx.doi.org/10.1007/978-3-030-00623-5_21

Bandara M; Rabhi FA; Meymandpour R, 2018, 'Semantic model based approach for knowledge intensive processes', in Stamelos I; O'Connor RV; Rout T; Dorling A (eds.), Communications in Computer and Information Science, Springer, Cham, Thessaloniki, Greece, pp. 215 - 229, presented at International Conference on Software Process Improvement and Capability Determination : SPICE 2018, Thessaloniki, Greece, 09 October 2018 - 10 October 2018, http://dx.doi.org/10.1007/978-3-030-00623-5_15

Erdem S; Demirörs O; Rabhi F, 2018, 'Systematic mapping study on process mining in agile software development', in Stamelos I; O'Connor RV; Rout T; Dorling A (eds.), Communications in Computer and Information Science, Springer, Cham, Thessaloniki, Greece, pp. 289 - 299, presented at International Conference on Software Process Improvement and Capability Determination : SPICE 2018, Thessaloniki, Greece, 09 October 2018 - 10 October 2018, http://dx.doi.org/10.1007/978-3-030-00623-5_20

Zhang Z; Cheng Y; Nepal S; Liu D; Shen Q; Rabhi F, 2018, 'KASR: A reliable and practical approach to attack surface reduction of commodity OS kernels', in Bailey M; Holz T; Stamatogiannakis M; Ioannidis S (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Heraklion, Greece, pp. 691 - 710, presented at International Symposium on Research in Attacks, Intrusions, and Defenses : RAID 2018, Heraklion, Greece, 10 September 2018 - 12 September 2018, http://dx.doi.org/10.1007/978-3-030-00470-5_32

Bandara M; Behnaz A; Rabhi FA; Demirors O, 2018, 'From Requirements to Data Analytics Process: An Ontology-Based Approach', in Daniel F; Sheng QZ; Motahari H (eds.), Lecture Notes in Business Information Processing, Springer, Sydney, Australia, pp. 543 - 552, presented at BPM 2018 International Workshops, Sydney, Australia, 09 September 2018 - 14 September 2018, http://dx.doi.org/10.1007/978-3-030-11641-5_43

Bandara M; Rabhi FA; Meymandpour R; Demirors O, 2018, 'A Digital Interaction Framework for Managing Knowledge Intensive Business Processes', in Lam H-P; Mistry S (ed.), Lecture Notes in Business Information Processing, Springer, Sydney, NSW, Australia, pp. 108 - 122, presented at 7th Australian Symposium, ASSRI 2018, Sydney, NSW, Australia, 06 September 2018 - 06 September 2018, http://dx.doi.org/10.1007/978-3-030-32242-7_9

Behnaz A; Bandara M; Rabhi FA; Peat M, 2018, 'A Statistical Learning Ontology for Managing Analytics Knowledge', in Mehandjiev N; Saadouni B (ed.), Lecture Notes in Business Information Processing, Springer, Manchester, UK, pp. 180 - 194, presented at 9th International Workshop, FinanceCom 2018, Manchester, UK, 22 June 2018 - 22 June 2018, http://dx.doi.org/10.1007/978-3-030-19037-8_12

Qudah IA; Rabhi FA, 2018, 'Using NSIA Framework to Evaluate Impact of Sentiment Datasets on Intraday Financial Market Measures: A Case Study', in Mehandjiev N; Saadouni B (ed.), Lecture Notes in Business Information Processing, Springer, Manchester, UK, pp. 101 - 117, presented at 9th International Workshop, FinanceCom 2018, Manchester, UK, 22 June 2018 - 22 June 2018, http://dx.doi.org/10.1007/978-3-030-19037-8_7

Rabhi F; Geumpana T; Zhu L, 2017, 'Accommodating Information Priority Model in Cloudlet Environment', in Lecture Notes in Business Information Processing, Springer Nature, Sydney, NSW, pp. 21 - 34, presented at Australian Symposium on Service Research and Innovation, Sydney, NSW, 19 October 2017 - 20 October 2017, http://dx.doi.org/10.1007/978-3-319-76587-7_2

Rabhi F; Bandara M; Namvar A; Demirors O, 2017, 'Big Data Analytics Has Little to Do with Analytics', in Lecture Notes in Business Information Processing, Springer Nature, Sydney, NSW, Australia, pp. 3 - 17, presented at Australian Symposium on Service Research and Innovation, Sydney, NSW, Australia, 19 October 2017 - 20 October 2017, http://dx.doi.org/10.1007/978-3-319-76587-7_1

Joukhadar G; Rabhi F, 2017, 'Relating SOA Governance to IT Governance and EA Governance', in Beheshti A; Hashmi M; Dong H; Zhang WE (eds.), Lecture Notes in Business Information Processing, Springer, Cham, Sydney, NSW, pp. 193 - 202, presented at Australian Symposium on Service Research and Innovation : ASSRI 2017, Sydney, NSW, 19 October 2017 - 20 October 2017, http://dx.doi.org/10.1007/978-3-319-76587-7_13

Perry R; Bandara M; Kutay C; Rabhi F, 2017, 'Doctoral symposium: Visualising complex event hierarchies using relevant domain ontologies', in DEBS 2017 - Proceedings of the 11th ACM International Conference on Distributed Event-Based Systems, Association for Computing Machinery (ACM), Barcelona, Spain, pp. 351 - 354, presented at DEBS '17 Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, Barcelona, Spain, 19 June 2017 - 23 June 2017, http://dx.doi.org/10.1145/3093742.3093901

Qudah I; Rabhi FA, 2017, 'News sentiment impact analysis (NSIA) framework', in Lecture Notes in Business Information Processing, pp. 1 - 16, http://dx.doi.org/10.1007/978-3-319-52764-2_1

Behnaz A; Natarajan A; Rabhi FA; Peat M, 2016, 'A semantic-based analytics architecture and its application to commodity pricing', in Lecture Notes in Business Information Processing, Frankfurt, GERMANY, pp. 17 - 31, presented at 8th International Workshop on Enterprise Applications, Markets and Services in the Finance Industry (FinanceCom), Frankfurt, GERMANY, 08 December 2016 - 08 December 2016, http://dx.doi.org/10.1007/978-3-319-52764-2_2

Fahmideh Gholami M; Daneshgar F; Rabhi F, 2016, 'Cloud Computing Adoption: An Effective Tailoring Approach', in Proceedings of the 27th Australasian Confernce on Information Systems (ACIS 2016), The 27th Australasian Confernce on Information Systems (ACIS 2016), Wollongong, presented at The 27th Australasian Confernce on Information Systems (ACIS 2016), Wollongong, 05 December 2016 - 07 December 2016, http://business.uow.edu.au/content/groups/public/@web/@bus/documents/doc/uow223868.pdf

Fahmideh M; Daneshgar F; Rabhi F, 2016, 'Cloud migration methodologies: Preliminary findings', in Lazovik A; Schulte S (ed.), Communications in Computer and Information Science, Springer Nature, AUSTRIA, Vienna, pp. 112 - 122, presented at 5th IFIP WG 2.14 European Conference on Service-Oriented and Cloud Computing (ESOCC), AUSTRIA, Vienna, 05 September 2016 - 07 September 2016, http://dx.doi.org/10.1007/978-3-319-72125-5_9

Behnaz A; Rabhi F; Peat M, 2016, 'A Software Architecture for Enabling Statistical Learning on Big Data', in Rojas I; Pomares H; Valenzuela O (eds.), ADVANCES IN TIME SERIES ANALYSIS AND FORECASTING, SPRINGER INTERNATIONAL PUBLISHING AG, SPAIN, Granada, pp. 343 - 357, presented at International Work-Conference on Time Series (ITISE), SPAIN, Granada, 27 June 2016 - 29 June 2016, http://dx.doi.org/10.1007/978-3-319-55789-2_24

Joukhadar G; Rabhi F, 2015, 'SOA Governance – Road into Maturity', in Proceedings of the 26th Australasian Conference on Information Systems (ACIS 2015), Adelaide, SA, Australia, presented at The 26th Australasian Conference on Information Systems (ACIS 2015), Adelaide, SA, Australia, 30 November 2015 - 04 December 2015

Geumpana TA; Rabhi F; Lewis J; Ray PK; Zhu L, 2015, 'Mobile cloud computing for disaster emergency operation: A systematic review', in International Symposium on Technology and Society, Proceedings, Malahide, Ireland, presented at 2015 IEEE International Symposium on Technology and Society (ISTAS), Malahide, Ireland, 11 November 2015 - 12 November 2015, http://dx.doi.org/10.1109/ISTAS.2015.7439422

Milosevic Z; Chen W; Berry A; Rabhi F, 2015, 'An Event-Based Model to Support Distributed Real-Time Analytics: Finance Case Study', Adelaide, presented at Enterprise Distributed Object Computing Conference (EDOC), Adelaide, 22 September 2015 - 25 September 2015, http://dx.doi.org/10.1109/EDOC.2015.26

Joukhadar G; Rabhi F, 2015, 'SOA Strategic Vision: role in establishing a strong SOA governance', in Proceedings of the 21st Americas Conference on Information Systems (AMCIS 2015), Association for Information Systems, Puerto Rico, presented at The 21st Americas Conference on Information Systems (AMCIS 2015), Puerto Rico, 13 August 2015 - 15 August 2015, http://aisel.aisnet.org/amcis2015/StrategicUse/GeneralPresentations/11/

Qudah I; Rabhi FA; Peat M, 2015, 'A proposed framework for evaluating the effectiveness of financial news sentiment scoring datasets', in Lecture Notes in Business Information Processing, pp. 29 - 47, http://dx.doi.org/10.1007/978-3-319-28151-3_3

Ratku A; Feuerriegel S; Rabhi FA; Neumann D, 2015, 'Finding evidence of irrational exuberance in the oil market', in Lecture Notes in Business Information Processing, pp. 48 - 59, http://dx.doi.org/10.1007/978-3-319-28151-3_4

Perry RT; Kutay C; Rabhi F, 2015, 'Using complex events to represent domain concepts in graphs', in Lecture Notes in Electrical Engineering, pp. 303 - 311, http://dx.doi.org/10.1007/978-3-662-46578-3_35

Chen W; Rabhi FA, 2015, 'Validating an incremental rule management approach for financial market data pre-processing', in Lecture Notes in Business Information Processing, pp. 60 - 78, http://dx.doi.org/10.1007/978-3-319-28151-3_5

Alhamazani K; Ranjan R; Mitra K; Jayaraman PP; Huang Z; Wang L; Rabhi F, 2014, 'CLAMS: Cross-layer multi-cloud application monitoring-as-a-service framework', in Proceedings - 2014 IEEE International Conference on Services Computing, SCC 2014, pp. 283 - 290, http://dx.doi.org/10.1109/SCC.2014.45

Alhamazani K; Ranjan R; Jayaraman PP; Mitra K; Wang M; Huang ZG; Wang L; Rabhi F, 2014, 'Real-time QoS monitoring for cloud-based big data analytics applications in mobile environments', in Proceedings - IEEE International Conference on Mobile Data Management, pp. 337 - 340, http://dx.doi.org/10.1109/MDM.2014.74

Shah T; Rabhi F; Ray PK; Taylor K, 2014, 'A Guiding Framework for Ontology Reuse in the Biomedical Domain', in System Sciences (HICSS), 2014 47th Hawaii International Conference on, IEEE Computer Society Press, Waikoloa, Hawaii, pp. 2878 - 2887, presented at 47th Hawaii International Conference on System Sciences (HICSS), Waikoloa, Hawaii, 06 January 2014 - 09 January 2014, http://dx.doi.org/10.1109/HICSS.2014.360

Chen W; Rabhi F, 2014, 'An RDR-based approach for event data analysis', in Lecture Notes in Business Information Processing, pp. 1 - 14, http://dx.doi.org/10.1007/978-3-319-07950-9_1

Joukhadar G; Rabhi F, 2014, 'Effective Governance During SOA Lifecycle - Theory and Practice', in Lecture Notes in Business Information Processing, pp. 15 - 28, http://dx.doi.org/10.1007/978-3-319-07950-9_2

Shah T; Rabhi F; Ray P; Taylor K, 2013, 'Enhancing Automated Decision Support across Medical and Oral Health Domains with Semantic Web Technologies', in Proceedings of the 24th Australasian Conference on Information Systems (ACIS 2013), Melbourne, presented at The 24th Australasian Conference on Information Systems (ACIS 2013), Melbourne, 04 December 2013 - 06 December 2013, http://mo.bf.rmit.edu.au/acis2013/382.pdf

Perry R; Rabhi F, 2013, 'Data visualisation techniques for exploratory analysis processes', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 295 - 306, http://dx.doi.org/10.1007/978-3-642-38333-5_32

Shah TM; Rabhi ; Ray ; Taylor K, 2013, 'OSHCO: A Cross-domain Ontology for semantic interoperability across medical and oral health domains', in e-Health Networking, Applications & Services (Healthcom), 2013 IEEE 15th International Conference on, IEEE, Lisbon, Portugal, pp. 460 - 464, presented at IEEE 15th International Conference on e-Health Networking, Applications & Services (Healthcom), Lisbon, Portugal, 09 October 2013 - 12 October 2013, http://dx.doi.org/10.1109/HealthCom.2013.6720720

Natarajan A, 2013, 'User-oriented modelling of scientific workflows for high frequency event data analysis', in Proceedings - International Conference on Data Engineering, pp. 306 - 309, http://dx.doi.org/10.1109/ICDEW.2013.6547470

Chen W, 2013, 'E-Research Event Data Quality', in ICDE 2013, IEEE, Brisbane, presented at ICDE 2013, Brisbane, 08 April 2013 - 11 April 2013

Mehandjiev N; Lecue F; Carpenter MR; Rabhi FA, 2012, 'Cooperative service composition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) v. 7328, Springer Verlag, Gdansk, Poland, pp. 111 - 126, presented at 24th International Conference on Advanced Information Systems Engineering, CAiSE 2012, Gdansk, Poland, 25 June 2012 - 29 June 2012, http://dx.doi.org/10.1007/978-3-642-31095-9_8


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