Publications

1. 2025Preprint (arXiv)

   PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding

   Iliass Ayaou, Denis Cavallucci

   arXiv preprint

   DOI 10.48550/arXiv.2510.22264PDF ↗Copy citationBibTeX

2. 2025Preprint (arXiv)

   DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval

   Iliass Ayaou, Denis Cavallucci, Hicham Chibane

   arXiv preprint

   DOI 10.48550/arXiv.2506.22141HAL hal-05119314PDF ↗Copy citationBibTeX

3. 2025Conference paper

   Prétraitement syntaxique pour enrichir le Bag of Words en Topic Modeling

   Connor Maclean, Denis Cavallucci

   20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI)

   HAL hal-05324959PDF ↗Copy citationBibTeX

4. 2025Journal article

   Quantifying Interdisciplinarity in Scientific Articles Using Deep Learning Toward a TRIZ-Based Framework for Cross-Disciplinary Innovation

   Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

   Machine Learning and Knowledge Extraction

   DOI 10.3390/make7010007HAL hal-04920163PDF ↗Copy citationBibTeX

5. 2025Journal article

   Large-scale transformer-based topic graphs identify thematic links between engineering and biology

   Nicolas Douard, Denis Cavallucci, Ahmed Samet, George Giakos

   Scientific Reports

   DOI 10.1038/s41598-025-15067-9HAL hal-05280378PDF ↗Copy citationBibTeX

6. 2024Conference paper

   A Novel Interdisciplinarity Model Towards Inter-domain Information Pairing

   Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

   24th International TRIZ Future Conference (TFC)

   HAL hal-04922408PDF ↗Copy citationBibTeX

7. 2024Journal article

   Assessing Fine-Tuned NER Models with Limited Data in French: Automating Detection of New Technologies, Technological Domains, and Startup Names in Renewable Energy

   Connor Maclean, Denis Cavallucci

   Machine Learning and Knowledge Extraction

   DOI 10.3390/make6030096HAL hal-04692439PDF ↗Copy citationBibTeX

8. 2024Conference paper

   SynCRF: Syntax-Based Conditional Random Field for TRIZ Parameter Minings

   Guillaume Guarino, Ahmed Samet, Denis Cavallucci

   16th International Conference on Agents and Artificial Intelligence, ICAART 2024, 24-26 February, 2024

   DOI 10.5220/0012411300003636HAL hal-04652041PDF ↗Copy citationBibTeX

9. 2024Conference paper

   Leveraging Information Retrieval Pipelines for Inventive Design: Application in Efficient Lattice Structures Manufacturing

   Iliass Ayaou, Hicham Chibane, Simon Koch, Denis Cavallucci

   24th IFIP WG 5.4 International TRIZ Future Conference, TFC 2024

   DOI 10.1007/978-3-031-75923-9_21HAL hal-04813499Copy citationBibTeX

10. 2024Conference paper

    An Analytical Model for Sustainable Product Ideation Based on Main Parameter Values and Social Network Data

    Mostafa Ghane, Denis Cavallucci

    24th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-75923-9_7HAL hal-05238506Copy citationBibTeX

11. 2023Conference paper

    Navigating the Knowledge Network: How Inter-Domain Information Pairing and Generative AI Can Enable Rapid Problem-Solving

    Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

    23rd International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-42532-5_11HAL hal-04212991PDF ↗Copy citationBibTeX

12. 2023Conference paper

    Multi-domain and Heterogeneous Data Driven Innovative Problem Solving: Towards a Unified Representation Framework

    Iliass Ayaou, Denis Cavallucci

    23th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-42532-5_10HAL hal-04212990PDF ↗Copy citationBibTeX

13. 2023Journal article

    Semantic TRIZ Feasibility in Technology Development, Innovation, and Production: A Systematic Review

    Mostafa Ghane, Mei Choo Ang, Denis Cavallucci, Rabiah Abdul Kadir, Kok Weng Ng, Shahryar Sorooshian

    Heliyon

    DOI 10.1016/j.heliyon.2023.e23775HAL hal-04386676PDF ↗Copy citationBibTeX

14. 2022Journal article

    Problem formulation in inventive design using Doc2vec and Cosine Similarity as Artificial Intelligence methods and Scientific Papers

    Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci

    Engineering Applications of Artificial Intelligence

    DOI 10.1016/j.engappai.2022.104661HAL hal-03763929PDF ↗Copy citationBibTeX

15. 2022Journal article

    Artificial Intelligence methods for improving the inventive design process, application in lattice structure case study

    Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci, Naser Ghannad

    AI EDAM

    DOI 10.1017/S0890060422000051HAL hal-03797662Copy citationBibTeX

16. 2022Journal article

    Automatic extraction of inventive information out of patent texts in support of manufacturing design studies using Natural Languages Processing

    Daria Berdyugina, Denis Cavallucci

    Journal of Intelligent Manufacturing

    DOI 10.1007/s10845-022-01943-yHAL hal-03659364Copy citationBibTeX

17. 2022Conference paper

    Automated TRIZ Domain Mapping

    Guillaume Guarino, Denis Cavallucci

    22th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-17288-5_18HAL hal-04054703PDF ↗Copy citationBibTeX

18. 2022Journal article

    A Rule-Based Heuristic Methodology for Su-Field Analysis in Industrial Engineering Design

    Wei Yan, Cecilia Zanni-Merk, Denis Cavallucci, Qiushi Cao, Liang Zhang, Zengyan Ji

    Information

    DOI 10.3390/info13030143HAL hal-03797747PDF ↗Copy citationBibTeX

19. 2022Journal article

    PaTRIZ: A framework for mining TRIZ contradictions in patents

    Guillaume Guarino, Ahmed Samet, Denis Cavallucci

    Expert Systems with Applications

    DOI 10.1016/j.eswa.2022.117942HAL hal-03752549Copy citationBibTeX

20. 2022Conference paper

    Inventive Principles Extraction in Inventive Design Using Artificial Intelligence Methods

    Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci

    22th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-17288-5_16HAL hal-04048438PDF ↗Copy citationBibTeX

21. 2022Conference paper

    Natural Language Processing in assistance to Inventive Design activities

    Daria Berdyugina, Denis Cavallucci

    32nd CIRP Design Conference (CIRP Design 2022) - Design in a changing world, March 28th to March 30th, 2022, Paris

    DOI 10.1016/j.procir.2022.05.206HAL hal-03797640PDF ↗Copy citationBibTeX

22. 2022Conference paper

    Exploitation of Causal Relation for Automatic Extraction of Contradiction from a Domain-Restricted Patent Corpus

    Daria Berdyugina, Denis Cavallucci

    22th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-17288-5_8HAL hal-03884161PDF ↗Copy citationBibTeX

23. 2022Conference paper

    Bridging Two Different Domains to Pair Their Inherent Problem-Solution Text Contents: Applications to Quantum Sensing and Biology

    Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

    22th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-031-17288-5_6HAL hal-04054702PDF ↗Copy citationBibTeX

24. 2021Conference paper

    Patent Specialization for Deep Learning Information Retrieval Algorithms

    Denis Cavallucci, Guillaume Guarino, Ahmed Samet

    TRIZ Future conference

    DOI 10.1007/978-3-030-86614-3_13HAL hal-04067794PDF ↗Copy citationBibTeX

25. 2021Conference paper

    Automatic Extraction of Potentially Contradictory Parameters from Specific Field Patent Texts

    Daria Berdyugina, Denis Cavallucci

    TRIZ Future conference

    DOI 10.1007/978-3-030-86614-3_12HAL hal-04067820PDF ↗Copy citationBibTeX

26. 2021Conference paper

    Replicating TRIZ Reasoning through Deep Learning

    Xin Ni, Ahmed Samet, Denis Cavallucci

    TRIZ Future 2021

    DOI 10.1007/978-3-030-86614-3_26HAL hal-03265127Copy citationBibTeX

27. 2021Conference paper

    Automatic extraction of potentially contradictory parameters from specific field patent texts

    Daria Berdyugina, Denis Cavallucci

    TFC 2021: Creative Solutions for a Sustainable Development, 22–24 septembre 2021, Bolzano, Italy

    HAL hal-03393637PDF ↗Copy citationBibTeX

28. 2021Conference paper

    Bringing Together Engineering Problems and Basic Science Knowledge, One Step Closer to Systematic Invention

    Omar Boufeloussen, Denis Cavallucci

    TRIZ Future conference

    DOI 10.1007/978-3-030-86614-3_27HAL hal-04067822PDF ↗Copy citationBibTeX

29. 2020Conference paper

    Similarity Computation Supporting creative activities

    Xin Ni, Ahmed Samet, Denis Cavallucci

    The Sixth International Conference on Design Creativity (ICDC2020)

    DOI 10.35199/ICDC.2020.26HAL hal-03078909Copy citationBibTeX

30. 2020Conference paper

    Setting Up Context-Sensitive Real-Time Contradiction Matrix of a Given Field Using Unstructured Texts of Patent Contents and Natural Language Processing

    Daria Berdyugina, Denis Cavallucci

    20th International TRIZ Future Conference on Automated Invention for Smart Industries (TFC 2020)

    DOI 10.1007/978-3-030-61295-5_3HAL hal-04245211Copy citationBibTeX

31. 2020Conference paper

    Build Links Between Problems and Solutions in the Patent

    Xin Ni, Ahmed Samet, Denis Cavallucci

    TFC 2020 ,20th International TRIZ Future Conference

    DOI 10.1007/978-3-030-61295-5_6HAL hal-04810189Copy citationBibTeX

32. 2020Conference paper

    Improvement of Automatic Extraction of Inventive Information with Patent Claims Structure Recognition

    Daria Berdyugina, Denis Cavallucci

    2020 Computing Conference, 6-17 July 2020, Virtual Event.

    DOI 10.1007/978-3-030-52246-9_46HAL hal-04247035Copy citationBibTeX

33. 2019Conference paper

    An Approach Merging the IDM-Related Knowledge

    Xin Ni, Ahmed Samet, Denis Cavallucci

    19th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-32497-1_13HAL hal-02905560PDF ↗Copy citationBibTeX

34. 2019Journal article

    A new function-based patent knowledge retrieval tool for conceptual design of innovative products

    Liu Longfan, Li Yan, Yan Xiong, Denis Cavallucci

    Computers in Industry

    DOI 10.1016/j.compind.2019.103154HAL hal-03594809Copy citationBibTeX

35. 2019Conference paper

    A Multi-perspective and Multi-level Based Approach to Organize and Represent Inventive Knowledge

    Longfan Liu, Denis Cavallucci, Yan Li

    19th International TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-32497-1_19HAL hal-02905525PDF ↗Copy citationBibTeX

36. 2018Journal article

    Latent semantic extraction and analysis for TRIZ-based inventive design

    Wei Yan, Hong Liu, Yusheng Liu, Jihua Wang, Cecilia Zanni-Merk, Denis Cavallucci, Xiaodan Yan, Liang Zhang

    European Journal of Industrial Engineering

    DOI 10.1504/EJIE.2018.094593HAL hal-02047109Copy citationBibTeX

37. 2018Conference paper

    Facilitating Engineers Abilities to Solve Inventive Problems Using CBR and Semantic Similarity

    Pei Zhang, Denis Cavallucci, Zhonghang Bai, Cecilia Zanni-Merk

    18th TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-02456-7_17HAL hal-02279761PDF ↗Copy citationBibTeX

38. 2018Proceedings

    Automated Invention for Smart Industries

    Denis Cavallucci, Roland de Guio, Sebastian Koziołek

    18th TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-02456-7HAL hal-02279778Copy citationBibTeX

39. 2018Conference paper

    Text Simplification of Patent Documents

    Jeongwoo Kang, Achille Souili, Denis Cavallucci

    18th TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-02456-7_19HAL hal-02279758PDF ↗Copy citationBibTeX

40. 2018Book chapter

    Can Altshuller’s Matrix Be Skipped Using CBR and Semantic Similarity Reasoning?

    Pei Zhang, Sarra Ghabri, Denis Cavallucci, Cecilia Zanni-Merk

    Advances and Impacts of the Theory of Inventive Problem Solving

    DOI 10.1007/978-3-319-96532-1_3HAL hal-04328059Copy citationBibTeX

Source: HAL open archive (api.archives-ouvertes.fr). Titles are shown in their original language.