Publications scientifiques

Arnault Pachot, Céline Patissier
Towards Sustainable Artificial Intelligence: An Overview of Environmental Protection Uses and Issues.
12th International Multidisciplinary Conference on Economics, Business, Technology and Social Sciences

CCS concepts : Artificial intelligence, Impact on the environment, Sustainability

Claire Verdier, Stephane Perriot, Arnault Pachot
Weighted Cross-Entropy to tackle Overlapping in Fraud Detection.
15th International Conference on Machine Learning and Computing, Feb 2023, Zhuhai, China

CCS concepts : Fraud Detection, Weighted Cross-Entropy, High Class Imbalance, Data Overlap

Kévin Cortial, Adélaïde Albouy-Kissi, Frédéric Chausse.
Graph learning methods to analyze and support industrial resilience.
European Institute for Research and Development, May 2022, Istanbul, Turkey.

CCS concepts : Graph learning • Knowledge graph • Industrial resilience

Arnault Pachot, Adélaïde Albouy-Kissi, Benjamin Albouy-Kissi, and Frédéric Chausse.
Identify Potential Diversification to Companies through Collaborative Filtering.
9th International Multidisciplinary Conference on Economics, Business Engineering and Social Sciences, May 2022, Istanbul, Turkey.

CCS concepts : Recommender Systems • Resilience Index • Econometric modeling • COVID19 and Economy • Sustainable production

Arnault Pachot, Adélaïde Albouy-Kissi, Benjamin Albouy-Kissi, and Frédéric Chausse. 2021.
Decision support system for distributed manufacturing based on input–output analysis and economic complexity.
In 8th International Multidisciplinary Conference on Economics, Business Engineering and Social Sciences, Dec 2021, Tbilisi, Georgia.

CCS concepts : Network economics • Supply chain management

Arnault Pachot, Adélaïde Albouy-Kissi, Benjamin Albouy-Kissi, and Frédéric Chausse. 2021.
Multiobjective recommendation for sustainable production systems.
In MORS workshop held in conjunction with the 15th ACM Conference on Recommender Systems (RecSys), 2021, in Amsterdam,Netherlands, 7 pages.

CCS Concepts : Supply chain management • Recommender systems

Arnault Pachot, Adélaïde Albouy-Kissi, Benjamin Albouy-Kissi, and Frédéric Chausse. 2021.
Production2Vec: a hybrid recommender system combining semantic and product complexity approach to improve industrial resiliency.
In 2021 2nd International Conference on Artificial Intelligence and Information Systems (ICAIIS ’21), May 28–30, 2021, Chongqing, China. ACM, New York, NY, USA, 6 pages.

CCS Concepts : Natural language processing • Recommender systems • Supply chain management

Kévin Cortial and Arnault Pachot. 2021.
Sodinokibi intrusion detection based on logs clustering and random forest.
In 2021 2nd International Conference on Artificial Intelligence and Information Systems (ICAIIS ’21), May 28–30, 2021, Chongqing, China. ACM, New York, NY, USA, 4 pages.

CCS Concepts : Intrusion/anomaly detection and malware mitigation • Machine learning