Publications

Welcome
Data Science

List of publications

You will find below the list with PDF of the drafts and LaTeX bib code of the publications.

All PDFs are drafts of the camera-ready paper!

Smart Grid theme

Collaboration

  • Soufian BEN AMOR (LI-PaRAD EA7432)
  • Marc BUI (EPHE-PSL UMR 8546)
  • NRLAB, Energy 4 Climate
  • H2020 MAESHA (End)
  • Energism Chair (End)
  • EPIT2.0 (End)
  • Versailles STATION (End)
  • V2G PSA (End)

Smart Grid: Optimization

  1. 2025. Surveys on Physical Based Methods for State of Charge, State of Health and Fault Detection on a Li-Ion Battery. PDF, BibTeX
  2. 2023. Bidding strategy of storage hydropower plants in reserve markets. Economics and Policy of Energy and the Environment. PDF, BibTeX
  3. 2021 Bidding Strategy of a Seasonal Storage Hydropower Plant in Reserve markets. In Energy, COVID, and Climate Change, 1st IAEE Online Conference, June 7-9, 2021. International Association for Energy Economics. PDF, BibTeX
  4. 2016 Inscribed ball and enclosing box methods for the convex maximization problem. Optimization Letters, 10, 417-432. PDF, BibTeX
  5. 2014. Largest inscribed ball and minimal enclosing box for convex maximization problems. In XII GLOBAL OPTIMIZATION WORKSHOP (pp. 61-64). PDF, BibTeX
  6. 2014 Optimization of energy diffusion in smart grids (Doctoral dissertation, Versailles-St Quentin en Yvelines). PDF, BibTeX
  7. 2013 Smart grid and optimization. In American Journal of Optimization Research. PDF, BibTeX

Smart Grid: Systemic modeling

  1. 2023. Survey and insights on digital twins design and smart grid's applications. Future Generation Computer Systems. PDF, BibTeX
  2. 2022. DevOps Model Approach for Monitoring Smart Energy Systems. Energies, 15(15), 5516.  PDF, BibTeX
  3. 2022. Recommendation system infrastructure for the energy efficiency of buildings. In ECMLPKDD2022 PhD Track. PDF, BibTeX
  4. 2022. Modeling and Recommendation System for Improving the Energy Performance of Buildings. In Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference 18 (pp. 206-209). Springer International Publishing.  PDF, BibTeX
  5. 2019. Systemic Approach for Modeling a Generic Smart Grid. In Proceedings of the 10th International Symposium on Information and Communication Technology (pp. 15-22).  PDF, BibTeX
  6. 2017. Integration of the blockchain in a smart grid model. In The 14th international conference of young scientists on energy issues (CYSENI) (Vol. 127). PDF, BibTeX
  7. 2017. Making the smart grid 'intelligent'. In 18th annual conference of the French Society of Research Operational and Decision Support. Metz, France. PDF, BibTeX
  8. 2017. Smart grid: From raw data to a digital model. In 14th International Conference of Young Scientists on Energy Issues. Kaunas, Latvia. PDF, BibTeX
  9. 2015. A context-free smart grid model using pretopologic structure. In 2015 International Conference on Smart Cities and Green ICT Systems (SMARTGREENS) (pp. 1-7). IEEE. PDF, BibTeX
  10. 2014. A context-free smart grid model using complex system approach. In 2014 IEEE/ACM 18th International Symposium on Distributed Simulation and Real Time Applications (pp. 147-154). IEEE. PDF, BibTeX
  11. 2013. Method Analysis of a Complex System for Operational Research: Smart Grid. French Operational Research and Decision Support (ROADEF'13). PDF, BibTeX
  12. 2012. Survey on smart grid modeling. International Journal of Systems, Control and Communications, 4(4), 262-279. PDF, BibTeX
  13. 2012. A complex system approach for smart grid analysis and modeling. In Advances in Knowledge-Based and Intelligent Information and Engineering Systems (pp. 788-797). IOS Press. PDF, BibTeX
  14. 2012. Complex system approach for modeling Smart Grids. In 13th Roadef Conference, Angers, France (pp. 263-264). PDF, BibTeX

Smart Grid: Multi-agent systems

  1. 2024. From simulation to digital twins of socio-economico-technical complex systems. The 8th International Conference on Technologies & Organization ICTO2024. PDF, BibTeX
  2. 2023. Holonic energy management systems: Towards flexible and resilient smart grids. In AP Rocha, L. Steels, and J. van den Herik, editors, Agents and Artificial Intelligence, pages 95–112. Springer Nature Switzerland, Cham. PDF, BibTeX
  3. 2023. A Holonic Multi-Agent Architecture For Smart Grids. In ICAART (1) (pp. 126-134). PDF, BibTeX
  4. 2022. A holonic multi-agent architecture for smart grids. In International Conference on Agents and Artificial Intelligence. SciTePress. PDF, BibTeX
  5. 2022. A holonic smart grid model for isolated areas. In ECMLPKDD2022 PhD Track. 2022.PDF, BibTeX
  6. 2022. Multi-Agent Modeling for Island Energy Networks (demonstration). In JFSMA (pp. 137-140).  PDF, BibTeX
  7. 2020. JADE Modeling for Generic Microgrids. In Agents and Multi-agent Systems: Technologies and Applications 2019: 13th KES International Conference, KES-AMSTA-2019 St. Julians, Malta, June 2019 Proceedings (pp. 377-386). Springer Singapore. PDF, BibTeX
  8. 2018. Multi-agent Model for Domotics and Smart Houses. In SMARTGREENS (pp. 223-230). PDF, BibTeX

Smart Grid: Data mining and machine learning

  1. 2023. Clustering Mixed Data Comprising Time Series. SOICT 2023. PDF, BibTex
  2. 2023. Pretopology-based clustering for mixed data. In Annual Congress of the French Society for Operational Research and Decision Support (ROADEF 2023). PDF, BibTeX
  3. 2022. A Flexible Deep Learning Method for Energy Forecasting. Energies, 15(11), 3926. PDF, BibTeX
  4. 2021. Hierarchical Clustering of Complex Energy Systems Using Pretopology. In International Conference on Vehicle Technology and Intelligent Transport Systems (pp. 87-106). Cham: Springer International Publishing. PDF, BibTeX
  5. 2021. Application of Pretopological Hierarchical Clustering for Buildings Portfolio. In SMARTGREENS (pp. 228-235). PDF, BibTeX
  6. 2021. Isolated Areas Consumption Short-Term Forecasting Method. Energies, 14(23), 7914. PDF, BibTeX
  7. 2020. Grammatical Inference for Energy Consumption Forecasting. In National Artificial Intelligence Conference Year 2020 (p. 115). PDF, BibTeX
  8. 2020. Consumption prediction by grammatical inference. ROADEF 2020. PDF, BibTeX
  9. 2017. Demand-Response: Let the Devices Take our Decisions. In SMARTGREENS (pp. 119-126). PDF, BibTeX

Smart Grid: AgriPV

  1. 2024. AgriVoltaics Acceptability’s Challenges. In AgriVoltaics Conference Proceedings. PDF, BibTeX
  2. 2024. AgriVoltaic System's Digital Twin. In AgriVoltaics Conference Proceedings.  PDF, BibTeX

Smart Grid: Social Acceptance

  1. 2024. Increase social acceptability of nuclear fusion, agrivoltaics, and offshore wind through national support programs. In Strengthening European Energy Policy: Governance Recommendations From Innovative Interdisciplinary Collaborations, pages 101–113. Springer Nature Switzerland Cham. PDF, BibTeX

Tourism

Collaboration

  • Lille Métropole Chair
  • Bordeaux Métropole Chair

Tourism: Systemic modeling

  1. 2024. Tourism profile measurement for data-driven tourism segmentation. International Journal of Machine Learning and Cybernetics, pages 1–26. PDF, BibTeX
  2. 2022. Hierarchical Clustering and Measurement for Tourism Profiling. In Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (pp. 158-165). Cham: Springer Nature Switzerland. PDF, BibTeX
  3. 2021. Tourism management through the big data paradigm. In HC David Chavalarias, editor, French Regional Conference on Complex Systems FRCCS. Springer – Applied Network Science Journal. PDF, BibTeX

Tourism: Data mining and machine learning

  1. 2022. Clustering Method for Touristic Photographic Spots Recommendation. In International Conference on Advanced Data Mining and Applications (pp. 223-237). Cham: Springer Nature Switzerland. PDF, BibTeX
  2. 2022. Tourists Profiling by Interest Analysis. In International Conference on Advanced Data Mining and Applications (pp. 42-53). Cham: Springer International Publishing. PDF, BibTeX
  3. 2021. Hidden markov model to predict tourists visited places. In 2021 22nd IEEE International Conference on Mobile Data Management (MDM) (pp. 209-216). IEEE. PDF, BibTeX
  4. 2020. Prediction of tourist behavior by mining patterns and sequential rules. In 21st edition of the annual congress of the French Society for Operational Research and Decision Support. Montpellier, France. PDF, BibTeX
  5. 2019. Tourist’s tour prediction by sequential data mining approach. In Advanced Data Mining and Applications: 15th International Conference, ADMA 2019, Dalian, China, November 21–23, 2019, Proceedings 15 (pp. 681-695). Springer International Publishing. PDF, BibTeX
  6. 2019 Prediction of tourist circuit by sequential data mining. In Premier Symposium GDR MaDICS. Rennes, France. PDF, BibTeX

Cybersecurity

Collaboration

  • Soufian BEN AMOR (LI-PaRAD EA7432)
  • SMSMode (End)
  • Elevate-labs (End)
  1. 2023. Survey on javascript engines fuzzers. In The International Symposium on Cyber Security, Cryptology and Machine Learning (CSCML). Online, 2023. PDF, BibTeX
  2. 2021. Collection of the Main Anti-Virus Detection and Bypass Techniques. In Network and System Security: 15th International Conference, NSS 2021, Tianjin, China, October 23, 2021, Proceedings 15 (pp. 222-237). Springer International Publishing. PDF, BibTeX

Health - biotech

Collaboration

  • Anais AUGIAS and Philippe CHARLIER (LAAB UR 20202)
  • Soufian BEN AMOR (LI-PaRAD EA7432)
  • Nora Mezani ESEO
  1. 2024. Omics Challenges in Health and Biology. In ROADEF 2024. PDF, BibTeX
  2. 2021. USoM platform. Proposal for an international and transdisciplinary interactive tool for centralization and anthropological exchange around human remains. Ethics, Medicine and Public Health, 18, 100677. PDF, BibTeX

Mechanics - AI

Collaboration

  • Achraf KALLEL (IRT-SystemX)
  • Kheireddin KADRI (AptiSkills)
  • Department of Mining Engineering, Kazi Nazrul University, Asansol, India

IIoT, Predictive Maintenance

  1. 2024. Predictive modeling of ductile damage in composite materials for highpressure hydrogen storage using finite element and machine learning approaches. In Polymer Processing Society 40th Annual Meeting. Auckland New Zealand. PDF, BibTeX
  2. 2024. Iot-enabled methane monitoring and lstm-based forecasting system for enhanced safety in underground coal mining. ACM Trans. Internet Things. PDF, BibTeX
  3. 2024. Study of composite polymer degradation for high pressure hydrogen vessel by machine learning approach. Energy Storage, 6(4):e645. PDF, BibTeX
  4. 2024. Prediction of ductile damage in composite material used in type iv hydrogen tanks by artificial neural network and machine learning with finite element modeling approach. Energy Technology, n/a(n/a):2401045. PDF, BibTeX