Select Publications
Conference Papers
2024, 'Optimizing Supply Chain Risk Management: An Integrated Framework Leveraging Large Language Models', in 2024 IEEE Conference on Artificial Intelligence (CAI), IEEE, Singapore, presented at 2024 IEEE Conference on Artificial Intelligence (CAI), Singapore, 23 June 2024, http://dx.doi.org/10.1109/CAI59869.2024.00192
,2024, 'Empowering Supply chains Resilience: LLMs-Powered BN for Proactive Supply Chain Risk Identification', in CEUR Workshop Proceedings, CEUR Workshop Proceedings, Hersonissos, Greece, presented at Third International Workshop on Linked Data-driven Resilience Research (D2R2’24) co-located with European Semantic Web Conference 2024 (ESWC 2024), Hersonissos, Greece, 27 May 2024, https://ceur-ws.org/Vol-3707/
,2024, 'Interpretability in Mapping Weeds and Crops from Drone Images', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN60899.2024.10650761
,2023, 'A lightweight and unsupervised approach for identifying risk events in news articles', in IEEE International Conference on Data Mining Workshops, ICDMW, pp. 37 - 43, http://dx.doi.org/10.1109/ICDMW60847.2023.00014
,2023, 'A Model-driven Method to Design SoaML Services from BPMN Models: Principles, Proof-of-concept, and Validation', in Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 5799 - 5808
,2023, 'A News Recommendation System for Environmental Risk Management', in CEUR Workshop Proceedings
,2023, 'Comparison of Incentive Strategies on the Buyer's Decision-making Process Using PLS-SEM Approach', in Proceedings - 2023 IEEE International Conference on e-Business Engineering, ICEBE 2023, pp. 192 - 198, http://dx.doi.org/10.1109/ICEBE59045.2023.00037
,2023, 'Developing Supply Chain Risk Management Strategies by Using Counterfactual Explanation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 53 - 65, http://dx.doi.org/10.1007/978-3-031-26507-5_5
,2023, 'Digital Asset Ownership based on Blockchain: A Literature Review', in Proceedings - 2023 IEEE International Conference on e-Business Engineering, ICEBE 2023, pp. 129 - 133, http://dx.doi.org/10.1109/ICEBE59045.2023.00032
,2023, 'POSSUM: PrOactive diSruption riSk identification for sUpply chain Management', in 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023, pp. 319 - 321, http://dx.doi.org/10.1109/PerComWorkshops56833.2023.10150317
,2022, 'A Conceptual Framework for Automated Rule Generation in Provenance-based Intrusion Detection Systems', in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927863
,2022, 'A Recommender System and Risk Mitigation Strategy for Supply Chain Management Using the Counterfactual Explanation Algorithm', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 103 - 116, http://dx.doi.org/10.1007/978-3-031-14135-5_8
,2022, 'An approach to evaluate customer satisfaction and loyalty using soft skills and logistics factors', in Proceedings - 2022 IEEE International Conference on e-Business Engineering, ICEBE 2022, pp. 171 - 177, http://dx.doi.org/10.1109/ICEBE55470.2022.00038
,2022, 'Message from the Program Chairs', in Proceedings - 2022 IEEE International Conference on e-Business Engineering, ICEBE 2022, pp. XIII - XIV, http://dx.doi.org/10.1109/ICEBE55470.2022.00006
,2022, 'Proof of Earnestness- Subjective information's Trustworthiness in Blockchains as a Service', in Proceedings - 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2022, pp. 321 - 327, http://dx.doi.org/10.1109/WI-IAT55865.2022.00054
,2021, 'Fuzzy Approach to Purchase Intent Modeling Based on User Tracking for E-commerce Recommenders', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ45933.2021.9494585
,2021, 'Message from the Program Chairs', in Proceedings - 2021 IEEE International Conference on e-Business Engineering, ICEBE 2021, pp. X - XI, http://dx.doi.org/10.1109/ICEBE52470.2021.00006
,2019, 'From BPMN Models to SoaML Models', in Advances in Intelligent Systems and Computing, Sydney, NSW, Australia, pp. 123 - 135, presented at CISIS 2019: Complex, Intelligent, and Software Intensive Systems, Sydney, NSW, Australia, 03 July 2019 - 05 July 2019, http://dx.doi.org/10.1007/978-3-030-22354-0_12
,2019, 'Identifying facts for chatbot's question answering via sequence labelling using recurrent neural networks', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3321408.3322626
,2019, 'Decision support system for risk assessment using fuzzy inference in supply chain big data', in 2019 International Conference on High Performance Big Data and Intelligent Systems, HPBD and IS 2019, pp. 248 - 253, http://dx.doi.org/10.1109/HPBDIS.2019.8735465
,2019, 'Smart Farm: A system for proactive management of raw milk quality', in Proceedings of the Workshop on Interactive Data Mining, WIDM 2019, http://dx.doi.org/10.1145/3304079.3310285
,2018, 'A Survey on Chatbot Implementation in Customer Service Industry through Deep Neural Networks', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 54 - 61, http://dx.doi.org/10.1109/ICEBE.2018.00019
,2018, 'Customised Data Dashboard for Contact Centres by Focussing on Customer Identification', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 153 - 157, http://dx.doi.org/10.1109/ICEBE.2018.00032
,2018, 'Message from the Program Chairs', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. XII - XIII, http://dx.doi.org/10.1109/ICEBE.2018.00006
,2018, 'Risk identification-based association rule mining for supply chain big data', in Wang G; Chen J; Yang LT (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Melbourne, pp. 219 - 228, presented at International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage : SpaCCS 2018, Melbourne, 11 December 2018 - 13 December 2018, http://dx.doi.org/10.1007/978-3-030-05345-1_18
,2018, 'A fine-grained ontology-based sentiment aggregation approach', in Barolli L; Javaid N; Ikeda M; Takizawa M (eds.), Advances in Intelligent Systems and Computing, Springer Nature, JAPAN, Matsue, pp. 252 - 262, presented at 12th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS), JAPAN, Matsue, 04 July 2018 - 06 July 2018, http://dx.doi.org/10.1007/978-3-319-93659-8_22
,2018, 'Early Detection of Events as a Decision Support in the Milk Collection Planning', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 516 - 520, http://dx.doi.org/10.1109/IEEM.2018.8607443
,2018, 'Stackelberg game-theoretic approach in joint pricing and assortment optimizing for small-scale online retailers: Seller-buyer supply chain case', in Barolli L; Takizawa M; Enokido T; Ogiela MR; Javaid N (eds.), Proceedings - International Conference on Advanced Information Networking and Applications, AINA, Institute of Electrical and Electronics Engineers (IEEE), POLAND, Krakow, pp. 834 - 838, presented at 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), POLAND, Krakow, 16 May 2018 - 18 May 2018, http://dx.doi.org/10.1109/AINA.2018.00123
,2018, 'Performance management using Influence Diagrams: The case of improving procurement', in Proceedings of the International Conference on Industrial Engineering and Operations Management, Industrial Engineering and Operations Management (IEOM), Bandung, Indonesia, pp. 1164 - 1170, presented at International Conference on Industrial Engineering and Operations Management, Bandung, Indonesia, 06 March 2018 - 08 March 2018, http://ieomsociety.org/ieom2018/papers/327.pdf
,2018, 'Intra-operative ventilator settings. The use of positive end-expiratory pressure and lung protective ventilation in general anaesthesia', in ANAESTHESIA, WILEY, ENGLAND, London, pp. 31 - 31, presented at Winter Scientific Meeting (WSM) of the Association-of-Anaesthetists-of-Great-Britain-and-Ireland (AAGBI), ENGLAND, London, 10 January 2018 - 12 January 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000419587300046&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2018, 'A bayesian network for improving organizational regulations effectiveness: Concurrent modeling of organizational resilience engineering and macro-ergonomics indicators', pp. 285 - 295, http://dx.doi.org/10.1007/978-3-319-65636-6_25
,2018, 'Developing a quality index for managing the quality of raw milk in the farm', in Proceedings of International Conference on Computers and Industrial Engineering, CIE
,2018, 'Fine tuning a bayesian network and fairly allocating resources to improve procurement performance', pp. 3 - 15, http://dx.doi.org/10.1007/978-3-319-65636-6_1
,2017, 'Message from the ICEBE 2017 Program Chairs', in Proceedings - 14th IEEE International Conference on E-Business Engineering, ICEBE 2017 - Including 13th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 207, pp. 12 - 13, http://dx.doi.org/10.1109/ICEBE.2017.6
,2017, 'Online Retailer Assortment Planning and Managing under Customer and Supplier Uncertainty Effects Using Internal and External Data', in Proceedings - 14th IEEE International Conference on E-Business Engineering, ICEBE 2017 - Including 13th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 207, Shanghai, China, pp. 7 - 14, presented at 2017 IEEE 14th International Conference on e-Business Engineering (ICEBE), Shanghai, China, 04 November 2017 - 06 November 2017, http://dx.doi.org/10.1109/ICEBE.2017.12
,2017, 'A Heuristic Machine Learning Based Approach for Utilizing Scarce Data in Estimating Fuel Consumption of Heavy Duty Trucks', in Barolli L; Woungang I; Hussain OK (eds.), A Heuristic Machine Learning Based Approach for Utilizing Scarce Data in Estimating Fuel Consumption of Heavy Duty Trucks, Springer Nature, Toronto, pp. 96 - 107, presented at International Conference on Intelligent Networking and Collaborative Systems, Toronto, 24 August 2017 - 26 August 2017, http://dx.doi.org/10.1007/978-3-319-65636-6_9
,2017, 'Sentiment analysis of specific product’s features using product tree for application in new product development', in Barolli L; Woungang I; Hussain OK (eds.), Lecture Notes on Data Engineering and Communications Technologies, Springer Nature, CANADA, Ryerson Univ, Toronto, pp. 82 - 95, presented at 9th International Conference on Intelligent Networking and Collaborative Systems (INCoS), CANADA, Ryerson Univ, Toronto, 24 August 2017 - 26 August 2017, http://dx.doi.org/10.1007/978-3-319-65636-6_8
,2017, 'A proactive event-driven approach for dynamic QoS compliance in cloud of things', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Leipzig, Germany, pp. 971 - 975, presented at WI '17 Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017, http://dx.doi.org/10.1145/3106426.3109431
,2017, 'An online statistical quality control framework for performance management in crowdsourcing', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Leipzig, Germany, pp. 476 - 482, presented at WI '17 Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017, http://dx.doi.org/10.1145/3106426.3106436
,2017, 'Conjoint utilization of structured and unstructured information for planning interleaving deliberation in supply chains', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Leipzig, Germany, pp. 411 - 418, presented at WI '17 Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017, http://dx.doi.org/10.1145/3106426.3106545
,2017, 'An integrated fuzzy cognitive map-Bayesian network model for improving HSEE in energy sector', in IEEE International Conference on Fuzzy Systems, Naples, Italy, presented at 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Naples, Italy, 09 July 2017 - 12 July 2017, http://dx.doi.org/10.1109/FUZZ-IEEE.2017.8015594
,2017, 'Analysing cloud services reviews using opining mining', in Proceedings - International Conference on Advanced Information Networking and Applications, AINA, pp. 1124 - 1129, http://dx.doi.org/10.1109/AINA.2017.173
,2017, 'Sentiment analysis and classification for software as a service reviews', in Proceedings - International Conference on Advanced Information Networking and Applications, AINA, Crans-Montana, Switzerland, pp. 53 - 58, presented at 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA), Crans-Montana, Switzerland, 23 March 2017 - 25 March 2016, http://dx.doi.org/10.1109/AINA.2016.148
,2017, 'Risk management framework to avoid SLA violation in cloud from a provider’s perspective', pp. 233 - 241, http://dx.doi.org/10.1007/978-3-319-49109-7_22
,2016, 'Allocating optimized resources in the cloud by a viable SLA xodel', in 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, pp. 1282 - 1287, http://dx.doi.org/10.1109/FUZZ-IEEE.2016.7737836
,2016, 'FEATURE: New Product Development Using Feature-Drift Based Framework for Unique Aspect Recommendation', in Proceedings - 13th IEEE International Conference on E-Business Engineering, ICEBE 2016 - Including 12th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2016, Macau, China, pp. 24 - 31, presented at 2016 IEEE 13th International Conference on e-Business Engineering (ICEBE), Macau, China, 04 November 2016 - 06 November 2016, http://dx.doi.org/10.1109/ICEBE.2016.016
,2016, 'TUNE: Tree Mining-Based Approach for Dual-Fuel Engine Performance Management of Heavy Duty Trucks', in Proceedings - 13th IEEE International Conference on E-Business Engineering, ICEBE 2016 - Including 12th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2016, Macau, China, pp. 145 - 150, presented at 2016 IEEE 13th International Conference on e-Business Engineering (ICEBE), Macau, China, 04 November 2016 - 06 November 2016, http://dx.doi.org/10.1109/ICEBE.2016.033
,2016, 'FEATURE: New product development using feature-drift based framework for unique aspect recommendation', in Guo J; Cai H; Fei X; Chao KM; Chung JY (eds.), 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE), IEEE, PEOPLES R CHINA, Macau, pp. 24 - 31, presented at 13th IEEE International Conference on e-Business Engineering (ICEBE), PEOPLES R CHINA, Macau, 04 November 2016 - 06 November 2016, http://dx.doi.org/10.1109/ICEBE.2016.43
,2016, 'TUNE: Tree mining-based approach for dual-fuel engine performance management of heavy duty trucks', in Guo J; Cai H; Fei X; Chao KM; Chung JY (eds.), 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE), IEEE, PEOPLES R CHINA, Macau, pp. 145 - 150, presented at 13th IEEE International Conference on e-Business Engineering (ICEBE), PEOPLES R CHINA, Macau, 04 November 2016 - 06 November 2016, http://dx.doi.org/10.1109/ICEBE.2016.49
,2016, 'Predicting the sentiment of SaaS online reviews using supervised machine learning techniques', in Proceedings of the International Joint Conference on Neural Networks, pp. 1547 - 1553, http://dx.doi.org/10.1109/IJCNN.2016.7727382
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