papers.md

layout	page
title	Papers
subtitle	List of published papers
redirect_to	https://logds.github.io/publications/

2025

• 🏆 G. Bergami, Emma Packer, Kirsty Scott, Silvia Del Din. "Predicting Dyskinetic Events through Verified Multivariate Time Series Classification". IDEAS 2024 (Source Code, Slides)
• OR. Fox, G. Bergami, G. Morgan. "LaSSI: Logical, Structural, and Semantic text Interpretation". IDEAS 2024 (Source Code,Dataset,Slides)

2024

• G. Bergami. “Towards Automating Microservices Orchestration through Data-Driven Evolutionary Architectures". SOCA 18, 1-12.
• G. Bergami. “DECLAREd: a polytime LTL_f fragment". Logics. 2024; 2(2):79-111. (Preprint, Source & Dataset)
• G. Bergami, OR. Fox, G. Morgan. "Matching and Rewriting Rules in Object-Oriented Databases ". Mathematics. 2024; 12(17):2677. (Source, Dataset [1,2])
• G. Bergami. “Streamlining Temporal Formal Verification over Columnar Databases". Information. 2024; 15(1):34. (Source, Dataset [1,2])
• R. Al-Mutairi, G. Bergami, G. Morgan. "Advancements and Challenges in IoT Simulators: A Comprehensive Review". Sensors, 24(5):1511.
• R. Al-Mutairi, G. Bergami, G. Morgan. "SimulatorBridger: System for Monitoring Energy Efficiency of Electric Vehicles in Real-World Traffic Simulations". Journal of Engineering Research and Sciences, 3(6):33-40. (Backup)
• 🏆 R. Al-Mutairi, R. Gillgallon, G. Bergami, G. Morgan. "Approximating Real-Time IoT Interaction through Connection Counting: A QoS Perspective". eHWPAS (Source Code)
• R. Gillgallon, G. Bergami, G. Morgan. "Testing Routing Strategies by Simulating the Mobile IoT Edge/Cloud Continuum". ISC2-2024 (Source Code)
• R. Al-Mutairi, G. Bergami, G. Morgan. "SimulatorBridgerDfT: A Real-Data Simulator for IoT-Osmotic Interactions". ICIT 2024 (Source Code)
• R. Al-Mutairi, G. Bergami, G. Morgan. "Systematic Literature Review of VANET Simulators: Comparative Analysis, Technological Advancements, and Research Challenges". PCDS 2024
• R. Al-Mutairi, G. Bergami, G. Morgan. "Poster: IoTSimSecure: Towards an IoT Simulator Supporting Cyber-Threat Detection Algorithms". ICFEC 2024
• OR. Fox, G. Bergami. "Generalised Graph Grammars for Natural Language Processing". (Preprint, Source Code, Dataset)

2023

• G. Bergami, S. Appleby, G. Morgan. “Specification Mining over Temporal Data". Computers. 2023; 12(9):185. (Source,Dataset [1, 2])
• G. Bergami, S. Appleby, G. Morgan. “Quickening Data-Aware Conformance Checking through Temporal Algebras". Information. 2023; 14(3):173. (Preprint, Source Code, Dataset)
• G. Bergami, W. Zegadło. “Towards a Generalised Semistructured data Model and Query Language" . ACM SIGWEB Newsletter, Volume 2023, Issue Summer (Source Code, Dataset).
• S. Appleby, G. Bergami, G. Morgan. “Enhancing Declarative Temporal Model Mining in Relational Databases: A Preliminary Study". In International Database Engineered Applications Symposium Conference (IDEAS 2023), May 5--7, 2023, Heraklion, Crete, Cyprus. ACM, New York, NY, USA. (Source Code, Dataset, Paper Source, Slides)
• G. Bergami. "Fast Synthetic Data-Aware Log Generation for Temporal Declarative Models". In GRADES & NDA'23: Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), June 18, 2023, Seattle, WA, USA. (Source Code, Dataset, Paper Source, Slides)
• S. Appleby, K. Crane, G. Bergami, A. S. McGough. “SWiMM DEEPeR: A Simulated Underwater Environment for Tracking Marine Mammals Using Deep Reinforcement Learning and BlueROV2" 2023 IEEE Conference on Games (CoG), Boston, MA, USA, 2023, pp. 1-8 (Dataset)
• R. Al-Mutairi, G. Bergami, G. Morgan, R. Gillgallon. “Platform for Energy Efficiency Monitoring Electrical Vehicle in Real World Traffic Simulation". 2023 IEEE 25th Conference on Business Informatics (CBI), Prague, Czech Republic, 2023, pp. 1-8, doi: 10.1109/CBI58679.2023.10187450. (Source Code)
• G. Bergami. “KnoBAB: Making Logic Fast" AAAI 2023 Spring Symposium Series, March 27-29, 2023, Hyatt Regency San Francisco Airport, CA, USA (Preprint, Slides)

2022

• S. Appleby, G. Bergami, G. Morgan. “Running Temporal Logical Queries on the Relational Model". In International Database Engineered Applications Symposium (IDEAS’22), August 22–24, 2022, Budapest, Hungary. ACM, New York, NY, USA. (Source Code, Dataset, Paper Source, Slides)
• A. A. Al-Sharidah, M. Barati, G. Bergami, R. Ranjan. “Cloud Auto-scaling Auditing Approach using Blockchain" In 2nd International Workshop on Blockchain for Smart Cyber-Physical Systems" (BlockCPS'22), December 6-9, 2022, Portland, Oregon, USA. IEEE, USA.

2021

• G. Bergami. “On Efficiently Equi-Joining Graphs". In Proceedings of 25th International Database Engineering & Applications Symposium (IDEAS 2021), Montreal, Canada, July 14–16, 2021. ACM, New York, NY, USA. (Source Code, Dataset, Slides)
• G. Bergami, F. M. Maggi, A. Marrella, M. Montali. “Aligning Data-Aware Declarative Process Models and Event Logs". In BPM'21. (Source Code, Paper Source & Dataset, Demo, Slides)
• S. Agostinelli, G. Bergami, A. Fiorenza, F. M. Maggi, A. Marrella, F. Patrizi. “Leveraging Model Learning to Discover the Behavior of Declarative Process Models". ICPM'21 (Source Code).
• G. Bergami, F. M. Maggi, M. Montali, R. Peñaloza. “Probabilistic Trace Alignments". ICPM'21 (Preprint, Source Code & Dataset, Demo).
• G. Bergami, F. M. Maggi, M. Montali, R. Peñaloza. “A Tool for Computing Probabilistic Trace Alignments". Intelligent Information Systems. CAiSE Forum (2) 2021 (Video). Lecture Notes in Business Information Processing, vol 424. Springer, Cham. (Source Code & Dataset, Paper Source, Slides)
• G. Bergami, C. Di Francescomarino, C. Ghidini, F. M. Maggi, Joonas Puura. “Exploring Business Process Deviance with Sequential and Declarative Patterns". (Preprint, Source Code)
• G. Bergami. “On Declare MAX-SAT and a finite Herbrand Base for data-aware logs". CoRR abs/2106.07781
• G. Bergami. “On a Logical Model for Joins over Property Graphs". CoRR abs/2106.14766

2020

• G. Bergami, F. Bertini, D. Montesi. “Hierarchical Embedding for DAG Reachability Queries". In Proceedings of 24th International Database Engineering & Applications Symposium (IDEAS 2020), Seoul, Republic of Korea, August 12–14, 2020. ACM, New York, NY, USA. (Source Code & Dataset, Slides)

2019

• G. Bergami. “A framework supporting imprecise queries and data". CoRR abs/1912.12531
• G. Bergami, F. Bertini, D. Montesi. “On Approximate Nesting of Multiple Social Network Graphs: a preliminary study". In 23rd International Database Engineering & Applications Symposium (IDEAS’19), June 10–12, 2019, Athens, Greece. ACM, New York, NY, USA. (Dataset, Source Code, Slides)

2018

• G. Bergami, A. Petermann, D. Montesi. “THoSP: an Algorithm for Nesting Property Graphs". In GRADES-NDA’18 : 1st Joint International Workshop on Graph Data Management Experiences Systems (GRADES) and Network Data Analytics (NDA), June 10–15, 2018, Houston, TX, USA. (Dataset, Source Code, Paper's Source Code, Slides)
• G.Bergami. “A new Nested Graph Model for Data Integration, [PhD Dissertation thesis]", Alma Mater Studiorum Università di Bologna. Dottorato di ricerca in Computer science and engineering (2018), XXX Ciclo.
• F. Bertini, G. Bergami, D. Montesi, G. Veronese, G. Marchesini, P. Pandolfi. “Predicting Frailty Condition in Elderly Using Multi-Dimensional Socio-Clinical Databases". Proceedings of the IEEE 106(4):723-737 (Smart Cities 2018: 1, 2).
• T. Zhang, A. Subburathinam, Ge Shi, L. Huang, Di Lu, X. Pan, M. Li, Bo-liang Zhang, Q. Wang, S. Whitehead, H. Ji, A. Zareian, H. Akbari, B. Chen, R. Zhong, S. Shao, E. All-away, S. Chang, K. McKeown, D. Li, X. Huang, K. Sun, X. Peng, R. Gabbard, M. Freedman, M. Kejriwal, R. Nevatia, P- Szekely, T.K. Satish Kumar, A. Sadeghian, Giacomo Bergami, S. Dutta, M. Rodriguez, D. Z. Wang. 2018. “GAIA-a multi-media multi-lingual knowl-edge extraction and hypothesis generation system". In Proceedings of the Text Analysis Conference, SM-KBP Session.

2017

• A. Petermann, G. Micale, G. Bergami, A. Pulvirenti, E. Rahm. "Mining and Ranking of Generalized Multi-Dimensional Frequent Subgraphs". Proceedings of the Twelfth International Conference on Digital Information Management, Fukuoka, Japan, September 2017 (ICDIM 2017). (Pre-Print Full Version, Source Code)
• G. Bergami, M. Magnani, D. Montesi. “A Join Operator for Property Graphs”. Proceedings of Sixth International Workshop on Querying Graph Structured Data, Venice, Italy, March 2017 (GraphQ 2017). (Web App, Dataset, Source Code, Slides)

2016

• F. Bertini, G. Bergami, D. Montesi, P. Pandolfi. “Predicting frailty in elderly people using socio-clinical databases”. In 5th Workshop on Data Mining for Medicine and Healthcare, 2015. (Web App)
• G. Bergami, M. Magnani, D. Montesi. “On Joining Graphs”. CoRR abs/1608.05594 (2016) (Source Code).