Artificial Intelligence for Sustainability and Global Security: IFIP WG 12.11 and WG 12.13 International Workshops, IJCAI 2025, Montréal, QC, Canada, August 16–17, 2025, Revised Selected Papers

Author:   Eunika Mercier-Laurent ,  Gülgün Kayakutlu ,  Iwona Chomiak-Orsa ,  Lukasz Przysucha
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032211835


Pages:   356
Publication Date:   09 June 2026
Format:   Hardback
Availability:   Not yet available   Availability explained
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Artificial Intelligence for Sustainability and Global Security: IFIP WG 12.11 and WG 12.13 International Workshops, IJCAI 2025, Montréal, QC, Canada, August 16–17, 2025, Revised Selected Papers


Overview

These workshops follows the previously organized AI4KM on IJCAI15 – 19. It evolved to AI4KMES on IJCAI 20 and 21 and to AI4S held on ECAI23. It will focus on various ways of using AI to address effectively the sustainability issues including 17 UN SD goals.

Full Product Details

Author:   Eunika Mercier-Laurent ,  Gülgün Kayakutlu ,  Iwona Chomiak-Orsa ,  Lukasz Przysucha
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032211835


ISBN 10:   3032211832
Pages:   356
Publication Date:   09 June 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Forthcoming
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

.- Artificial Intelligence for Sustainability. .- A Hybrid Knowledge-Based and Large Language Model Framework for Sustainable  Design Education Toktam B. Fabrizi. .- The Future of Work: Exploring Expectations and Fears Toward Artificial Intelli gence in the Labor Market” Jolanta Kowal, Dmitriy Yanchylik, and Paweł  Weichbroth. .- Generative AI for sustainable problem solving in I5.0 Generative AI by Cristina R.  Monsone, Eunika Mercier-Laurent and Ádám B. Csapó. .- Causal Analysis of Machine Deviations on Espresso Sensory Quality” Kouassi  Kouakou Kan Maxime, Michal Ptaszynski, Fumito Masui, Tanjim Mahmud, Tsuyoshi  Gotoda, Hirofumi Arai, Chao-Hui Feng, and Jun Watanabe. .- Studying Neural Network Robustness to Weight. Perturbations for Sustainable In cremental Learning” by Parth Mehta and Xiaoyin Wang. .- Time Series Augmentations with Unsupervised Viewmakers for Robust Disruption  Prediction in Nuclear Fusion” by Dhruva Chayapathy, Lucas Spangher, Tavis Siebert,  Om Patil and Akshata Kishore. .- Self-Refining Segment Anything: A Perturbation-Driven Approach for Semi-Super vised Satellite Image Segmentation by Renzo Larenas, Luis Caro, and Billy Peralta. .- A review of reinforcement learning methods and performance measures in algorith mic stock trading  Aleksander Kruczkowski and Paweł Weichbroth. .- Artificial Intelligence Business and Global Sustainability Review Konstantin M.  Golubev. .- Supply Chain Considerations for AI Implementation – Critical Minerals, Data Cen ters, and the Environment Lynne Schneider. .- Accelerating LSTM model training through biologically inspired NeuroAI and in vestigating novel applications Robert Tracey, M. Emre Sahin and Carol Mak. .- Optimal Planning and Machine Learning for Responsive Tracking and Enhanced  Forecasting of Wildfires using a Spacecraft Constellation”. Sreeja Roy-Singh, Vinay  Ravindra, Richard Levinson, Mahta Moghaddam, Jan Mandel, Adam Kochanski, An gel Farguell Causo, Kurtis Nelson, Samira Alkaee Taleghan, Archana Kannan and  Amer Melebari. .- Classification Framework for Stream Type Identification Golnaz Mesbahi, Shadan  Golestan, Buddy Brown, Joey Ton, and Jerome Cranston. .- Explainable AI for Wildfire Management and Ecological Sustainability: A Short  Survey of Techniques, Case Studies, and Operational Pathways Akshata Kishore Mo harir, Sameera S Kashyap, Jay Prakash Thakur, and Divya Nayak. .- RAG4MuniESG: ESG Assessment for Municipal Sustainability through Retrieval Augmented Generation” by Dorsaf Sallami and Juste Rajaonson. .- Changing the perception of digital competences in 2018 and 2025 among Polish and  Slovak students Marek Szajt, Klaudia Smoląg, Katarzyna Kozioł-Nadolna, Zuzana  Hajduová and Iwona Chomiak-Orsa. .- The current intensity of AI use and the perception of AI applications in strategic  decision-making by Katarzyna Grzesik, Renata Brajer-Marczak, Michał Nadolny,  Katarzyna Liwarska-Fulczyk, Iwona Chomiak-Orsa and Anna Marciszewska. .- A Simulation-Based Approach to Processes in the Municipal Waste Management  Sector Aleksander Binsztok, Beata Butryn, Krzysztof Hauke and Maciej Pondel. .- AI and Sustainability – Canada Focus Margaret Havey. .- Data-Driven Sustainability: The Role of Urban Platforms in Participatory Smart City Governance Lukasz Przysucha and Adam Sulich. .- Algorithmic Governance in ESG Reporting: A Comparative Study of AI Tools' Ef fectiveness in Mitigating Greenwashing Michał Petri, Iwona Chomiak-Orsa and  Łukasz Przysucha. .- Technological challenges, energy poverty and other barriers to the expansion of en ergy communities in Europe” by Evaldo Costa and Eunika Mercier-Laurent. .- Towards sustainable, AI-powered agriculture: Emerging technologies, benefits and  barriers” by Marios Paraskevopoulos, George Routis and Ioanna Roussaki. .- Artificial Intelligence for Global Security. .- A SWOT analysis of AI technology sovereignty landscape assessment Mariya Ev timova-Gardair, Frédérique Segond, Patrick Fabiani, Thibault Lahire, and Michel Rott maier. .- Rule-Based Coordination Strategies for Protection in Multi-Agent Defense Scenar ios"" by Thibault Lahire. .- Trust and Explainability in Ethical AI for Global Security"" by Brian Challita and  Pierre Parrend.

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