Denis Cavallucci

Orcid: 0000-0003-1815-5601

According to our database1, Denis Cavallucci authored at least 66 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
SynCRF: Syntax-Based Conditional Random Field for TRIZ Parameter Minings.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Automatic extraction of inventive information out of patent texts in support of manufacturing design studies using Natural Languages Processing.
J. Intell. Manuf., June, 2023

Navigating the Knowledge Network: How Inter-Domain Information Pairing and Generative AI Can Enable Rapid Problem-Solving.
Proceedings of the Towards AI-Aided Invention and Innovation, 2023

Multi-domain and Heterogeneous Data Driven Innovative Problem Solving: Towards a Unified Representation Framework.
Proceedings of the Towards AI-Aided Invention and Innovation, 2023

2022
Similarity-based approach for inventive design solutions assistance.
J. Intell. Manuf., 2022

A Rule-Based Heuristic Methodology for Su-Field Analysis in Industrial Engineering Design.
Inf., 2022

PaTRIZ: A framework for mining TRIZ contradictions in patents.
Expert Syst. Appl., 2022

Problem formulation in inventive design using Doc2vec and Cosine Similarity as Artificial Intelligence methods and Scientific Papers.
Eng. Appl. Artif. Intell., 2022

TRIZ trend of engineering system evolution: A review on applications, benefits, challenges and enhancement with computer-aided aspects.
Comput. Ind. Eng., 2022

Artificial intelligence methods for improving the inventive design process, application in lattice structure case study.
Artif. Intell. Eng. Des. Anal. Manuf., 2022

Inventive Principles Extraction in Inventive Design Using Artificial Intelligence Methods.
Proceedings of the Systematic Innovation Partnerships with Artificial Intelligence and Information Technology, 2022

Automated TRIZ Domain Mapping.
Proceedings of the Systematic Innovation Partnerships with Artificial Intelligence and Information Technology, 2022

Bridging Two Different Domains to Pair Their Inherent Problem-Solution Text Contents: Applications to Quantum Sensing and Biology.
Proceedings of the Systematic Innovation Partnerships with Artificial Intelligence and Information Technology, 2022

Open Inventive Design Method (OIDM-Triz) Approach for the Modeling of Complex Systems and the Resolution of Multidisciplinary Contradictions. Application to the Exploration of Innovative Solutions to Deal with the Climate Change Impacts.
Proceedings of the Systematic Innovation Partnerships with Artificial Intelligence and Information Technology, 2022

Exploitation of Causal Relation for Automatic Extraction of Contradiction from a Domain-Restricted Patent Corpus.
Proceedings of the Systematic Innovation Partnerships with Artificial Intelligence and Information Technology, 2022

Réseau antagoniste génératif pour la fouille des contradictions TRIZ dans les brevets.
Proceedings of the Extraction et Gestion des Connaissances, 2022

2021
Computing Inventive Activities in an Industrial Context New Scientific Challenges and Orientations.
Proceedings of the Advancing Research in Information and Communication Technology, 2021

Extended intelligent Su-Field analysis based on fuzzy inference.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Replicating TRIZ Reasoning Through Deep Learning.
Proceedings of the Creative Solutions for a Sustainable Development, 2021

Application of an FMEA Based Method to Prioritize the Initial Problem Choices in Inventive Design.
Proceedings of the Creative Solutions for a Sustainable Development, 2021

Patent Specialization for Deep Learning Information Retrieval Algorithms.
Proceedings of the Creative Solutions for a Sustainable Development, 2021

Bringing Together Engineering Problems and Basic Science Knowledge, One Step Closer to Systematic Invention.
Proceedings of the Creative Solutions for a Sustainable Development, 2021

Automatic Extraction of Potentially Contradictory Parameters from Specific Field Patent Texts.
Proceedings of the Creative Solutions for a Sustainable Development, 2021

PaGAN: Generative Adversarial Network for Patent understanding.
Proceedings of the IEEE International Conference on Data Mining, 2021

PatRIS: Patent Ranking Inventive Solutions.
Proceedings of the Database and Expert Systems Applications, 2021

2020
A new function-based patent knowledge retrieval tool for conceptual design of innovative products.
Comput. Ind., 2020

Improvement of Automatic Extraction of Inventive Information with Patent Claims Structure Recognition.
Proceedings of the Intelligent Computing, 2020

Build Links Between Problems and Solutions in the Patent.
Proceedings of the Systematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 2020

A Future Eco-Design Framework Based on TRIZ's Contradictions and Bio-Inspired Design Process.
Proceedings of the Systematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 2020

Contribution to TRIZ in Combining Lean and Inventive Design Method.
Proceedings of the Systematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 2020

Summarization as a Denoising Extraction Tool.
Proceedings of the Systematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 2020

Setting Up Context-Sensitive Real-Time Contradiction Matrix of a Given Field Using Unstructured Texts of Patent Contents and Natural Language Processing.
Proceedings of the Systematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 2020

Understanding and Overcoming the Low Utilization Rate of ARIZ in TRIZ Practices.
Proceedings of the Systematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 2020

A Method to Formulate Problem in Initial Analysis of Inventive Design.
Proceedings of the Product Lifecycle Management Enabling Smart X, 2020

SummaTRIZ : Summarization Networks for Mining Patent Contradiction.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
A New Way to Classify Physical Effects for Ontology Instantiation.
Proceedings of the New Opportunities for Innovation Breakthroughs for Developing Countries and Emerging Economies, 2019

An Approach Merging the IDM-Related Knowledge.
Proceedings of the New Opportunities for Innovation Breakthroughs for Developing Countries and Emerging Economies, 2019

A Multi-perspective and Multi-level Based Approach to Organize and Represent Inventive Knowledge.
Proceedings of the New Opportunities for Innovation Breakthroughs for Developing Countries and Emerging Economies, 2019

Improving Inventive Design Methodology's Agility.
Proceedings of the New Opportunities for Innovation Breakthroughs for Developing Countries and Emerging Economies, 2019

2018
Experience capitalization to support decision making in inventive problem solving.
Comput. Ind., 2018

Facilitating Engineers Abilities to Solve Inventive Problems Using CBR and Semantic Similarity.
Proceedings of the Automated Invention for Smart Industries, 2018

Development of an Ontology of Biomimetics Based on Altshuller's Matrix.
Proceedings of the Automated Invention for Smart Industries, 2018

Automatic Extraction of IDM-Related Information in Scientific Articles and Online Science News Websites.
Proceedings of the Automated Invention for Smart Industries, 2018

Text Simplification of Patent Documents.
Proceedings of the Automated Invention for Smart Industries, 2018

2017
Case-based Reasoning for Knowledge Capitalization in Inventive Design Using Latent Semantic Analysis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

2015
IngeniousTRIZ: An automatic ontology-based system for solving inventive problems.
Knowl. Based Syst., 2015

Early feasibility evaluation of Solution Concepts in an Inventive Design Method Framework: Approach and support tool.
Comput. Ind., 2015

2014
An ontology-based approach for using physical effects in inventive design.
Eng. Appl. Artif. Intell., 2014

An ontology-based approach for inventive problem solving.
Eng. Appl. Artif. Intell., 2014

2013
Facilitating the resolution of inventive problems using semantic relatedness and ontology reasoning.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

Ontology matching for facilitating inventive design based on semantic similarity and case-based reasoning.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

A New Method of Using Physical Effects in Su-field Analysis based on Ontology Reasoning.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

2012
Towards a formal definition of contradiction in inventive design.
Comput. Ind., 2012

A Heuristic TRIZ Problem Solving Approach based on Semantic Relatedness and Ontology Reasoning.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011
Use of formal ontologies as a foundation for inventive design studies.
Comput. Ind., 2011

Computer-supported innovation pipelines: Current research and trends.
Comput. Ind., 2011

A research agenda for computing developments associated with innovation pipelines.
Comput. Ind., 2011

Measuring the Results of Creative Acts in R&D: Literature Review and Perspectives.
Proceedings of the Building Innovation Pipelines through Computer-Aided Innovation - 4th IFIP WG 5.4 Working Conference, CAI 2011, Strasbourg, France, June 30, 2011

2010
Une ontologie pour l'acquisition et l'exploitation des connaissances en conception inventive.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009
An ontological basis for computer aided innovation.
Comput. Ind., 2009

Monitoring the Impact of Solution Concepts within a Given Problematic.
Proceedings of the Growth and Development of Computer-Aided Innovation, 2009

CISNA: Un système hybride LD+Règles pour gérer des connaissances.
Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008
Representing and selecting problems through contradictions clouds.
Proceedings of the Computer-Aided Innovation (CAI), 2008

2007
Parameter network as a means for driving problem solving process.
Int. J. Comput. Appl. Technol., 2007

Gestion des Connaissances Spécifiques à la Conception Inventive.
Proceedings of the IC 2007: Ingénierie des connaissances 2007 (Proceedings of the 18th French Knowledge Engineering Conference), 2007

2004
Towards "inventiveness-oriented" CAI tools.
Proceedings of the Building the Information Society, 2004


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