Publications

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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

11. 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

12. 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

13. 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

14. 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

15. 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

16. 2018Conference paper

    Automatic Extraction of IDM-Related Information in Scientific Articles and Online Science News Websites

    Oriane Nédey, Achille Souili, Denis Cavallucci

    18th TRIZ Future Conference (TFC)

    DOI 10.1007/978-3-030-02456-7_18HAL hal-02279756PDF ↗Copy citationBibTeX

17. 2017Conference paper

    Case-based Reasoning for Knowledge Capitalization in Inventive Design Using Latent Semantic Analysis

    Pei Zhang, Amira Essaid, Cecilia Zanni-Merk, Denis Cavallucci

    21st International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES2017)

    DOI 10.1016/j.procs.2017.08.004HAL hal-02047114PDF ↗Copy citationBibTeX

18. 2015Journal article

    IngeniousTRIZ: An automatic ontology-based system for solving inventive problems

    Wei Yan, H. Liu, Cecilia Zanni-Merk, Denis Cavallucci

    Knowledge-Based Systems

    DOI 10.1016/j.knosys.2014.11.015HAL hal-04257177Copy citationBibTeX

19. 2014Journal article

    Heuristic Inventive Design Problem Solving Based on Semantic Relatedness

    Wei Yan, Cecilia Zanni-Merk, François Rousselot, Denis Cavallucci, Pierre Collet

    Advanced Materials Research

    DOI 10.4028/www.scientific.net/AMR.875-877.968HAL hal-04310921Copy citationBibTeX

20. 2013Journal article

    Facilitating the resolution of inventive problems using semantic relatedness and ontology reasoning

    Wei Yan, Cecilia Zanni-Merk, François Rousselot, Denis Cavallucci, Pierre Collet

    International Journal of Knowledge-Based and Intelligent Engineering Systems

    DOI 10.3233/KES-130257HAL hal-05473324Copy citationBibTeX

21. 2012Journal article

    A heuristic TRIZ problem solving approach based on semantic relatedness and ontology reasoning

    Wei Yan, François Rousselot, Denis Cavallucci, Pierre Collet, Cecilia Zanni-Merk

    Frontiers in Artificial Intelligence and Applications

    DOI 10.3233/978-1-61499-105-2-1563HAL hal-05473291Copy citationBibTeX

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