Publication list - HES SO Valais Publications

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Jakub Mlynar, Robin James Smith, Terry Au-Yeung, Erik Boström and Patrik Dahl, “What the World is Made Up of”: The Chicago School’s Alternates and Laterals in Ethnomethodology and Conversation Analysis (2026), in: The American Sociologist, 57(196–232)

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Nataliia Molchanova, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Charidimos Tsagkas, Daniel S. Reich, Colin Vanden Bulcke, Anna Stolting, Serena Borrelli, Pietro Maggi, Sebastian Baez Lugo, Delphine Ribes Lemay, Adrien Depeursinge, Cristina Granziera, Henning Müller, Pedro M. Gordaliza and Meritxell Bach Cuadra, A comparative study of deep learning for cortical lesion MRI segmentation with explainability analysis in multiple sclerosis (2026), in: NeuroImage: Clinical, 50(104007)

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Elia Pacioni and Francisco Fernández de Vega, A Framework for Comparing SATB Harmonization Approaches, in: Genetic and Evolutionary Computation Conference (GECCO Companion ’26), San Jose, Costa Rica, ACM, 2026

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Mario Trerotola, Mimmo Parente and Davide Calvaresi, A Hybrid Multi-Agent System for Early Scam Detection in Crypto-Assets (2026), in: Applied Sciences - MDPI

Lei Zhang, Xuemei Zhang, Zhuoyu Duan, Henning Müller and Manfredo Atzori, A Ni/CCF@PDMS-based flexible and electromagnetic interference-shielding surface electromyography/electrooculography sensor (2026), in: SENSORS AND ACTUATORS. A, PHYSICAL, 400(117530--117530)

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Gianluca Rizzo and Berk Buzcu, Advances on Unified Architecture for Open RAN-Enabled Distributed and Scalable 6G Networks, IEEE, 2026

Elia Pacioni, Andrei C. Coman, Davide Calvaresi, Gaetano Manzo and Michael Schumacher, Agent-based Hybrid AI Models and Technologies: A systematic Literature Review (2026), in: IEEE Access, 14(21148-21166)

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Valerio Crocetti, Elia Pacioni, Aldo Franco Dragoni, Michael Schumacher and Davide Calvaresi, AiDER: Auditing and Document Evaluation via Rule Compilation and Small Language Models - An Education Case Study, in: 24th International Conference of the Italian Association for Artificial Intelligence, Perugia, Italy, Springer, 2026

Seyed Mohammad Alizadeh, Henning Müller and Mohammad Sadegh Helfroush, An Adaptive Attention-Driven Quadruplet Deep Hashing Method for Retrieving Histopathological Images (2026), in: Journal of Imaging, 12:7(321)

Berk Buzcu, Laura Finarelli, Engin Zeydan, Jorge Baranda, Nikolaos Tzanis, Nikolaos Kanakaris and Gianluca Rizzo, An Energy-Aware Multi-Domain Orchestration Architecture for Sustainable 6G Networks (2026), in: Computer Communications, Selected Papers from the 21th Wireless On-demand Network systems and Services Conference

Ferris Borràs Lluis, Riccardo Fratti, Valerio Nucera, Valentin Oreiller, Barbara Di Camillo, Manfredo Atzori and Henning Müller, An overview of self-supervised deep learning applications to molecular data (2026), in: Briefings in Bioinformatics, 27:4(bbag380)

Manel Lopez-Melia, Virginie Magnin, Sami Schranz, Vincent Andrearczyk, Adrien Depeursinge, Stéphane Marchand-Maillet and Silke Grabherr, Automatic rib fracture detection on postmortem CT data using deep learning (2026), in: International Journal of Legal Medicine, 140:2(857-866)

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Elia Pacioni, Valerio Crocetti, Andrei C. Coman, Davide Calvaresi, Gaetano Manzo and Michael Schumacher, Autonomous Skill Development: Neuro-Symbolic Agents that Self-Generate Verifiable Tools, in: 24th International Conference of the Italian Association for Artificial Intelligence, Perugia, Springer, 2026

Darya Ardan, Valentin Oreiller and Henning Müller, Bag-of-Visual-Words for Spatial Mapping of Lung Adenocarcinoma Growth Patterns (2026), in: arXiv preprint arXiv:2608.05074

Andrea Zanola, Antonio Luigi Bisogno, Veronika Vadinova, Götz Thomalla, Bastian Cheng, Manfredo Atzori and Maurizio Corbetta, Beyond proportional recovery in wake-up stroke: unsupervised recovery clusters based on the NIHSS (2026), in: JOURNAL OF NEUROENGINEERING AND REHABILITATION, 23:1

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Mikele Milia, Barbara Di Camillo, Henning Müller, Manfredo Atzori, Louis Fabrice Tshimanga and others, Biologically constrained Transformers improve stability and interpretability in single-cell transcriptomics, in: Proceedings of Bioinformatics Italian Society 2026, 2026

Mario Trerotola, Davide Calvaresi and Domenico Parente, Blockchain Fraud Detection for Explainable Forensic Investigations, in: Proceedings of DSA ISC 2026, Madrid, Spain, 2026

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Gianluca Rizzo, Boltzmann-based Exploration for Robust Decentralized Multi-Agent Planning, Dublin, 2026

Gözde Ayşe Tataroğlu Özbulak, Yash Raj Shrestha and Jean-Paul Calbimonte, Bridging dynamics and semantics: A unified perspective on explainable Graph Neural Networks based stream reasoning (2026), in: Knowledge-Based Systems, 351(116662)

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Loïc Maréchal, Clustering doc2vec output for topic-dimensionality reduction: A MITRE ATT&CK calibration (2026), in: World Patent Information, 84

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Sina Raeisadigh, Myles Joshua Toledo Tan, Henning Müller and Abderrahmane Hedjoudje, Comparing Baseline and Day-1 Diffusion MRI Using Multimodal Deep Embeddings for Stroke Outcome Prediction, in: 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), IEEE, pages 1--5, 2026

George Karun Kurian, Paolo Salvioni Chiabotti, Caroline Hall, Noemie Lejay, Jérémy Perriraz, Olivier Rouaud, Adrien Depeursinge, Marie Nicod-Lalonde, Niklaus Schaefer, Gilles Allali, John O. Prior and Mario Jreige, Contribution of quantitative I-123-ioflupane SPECT/CT to the differential diagnosis of dementia with lewy bodies (2026), in: European Journal of Nuclear Medicine and Molecular Imaging, 53:4(2777--2785)

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Lorenzo Lo Faro, Hubert S Gabryś, Simon Burgermeister, Daniel Abler, Maksym Fristak, Maiwand Ahmadsei, Ciro Franzese, Adrien Depeursinge, Michel Cuendet, Stephanie Tanadini-Lang, Panagiotis Balermpas, Marta Scorsetti, Matthias Guckenberger and Sebastian M. Christ, Deep learning [18F]-FDG-PET/CT‑based algorithm for tumor burden estimation in metastatic melanoma patients under immunotherapy (2026), in: Clinical and Translational Radiation Oncology, 56(101063)

Grégory Mermoud, Glory Mary Givi, Raphaël Lüthi, Volodymyr Trotsiuk, Nenad Potočić, Tanja GM Sanders, Bruno De Vos, Stefan Hunziker and Arthur Gessler, Drivers of tree growth across Europe: An explainable AI analysis of tree- and site-level influences (2026), in: Ecological Informatics, 97:103932

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Lei Zhang, Jie Wang, Hua Wang, Manfredo Atzori and Henning Müller, EEG-To-fMRI Cross-Modal Prediction via Hierarchical Temporal Attention Network: Toward Accessible Functional Neuroimaging (2026), in: Concurrency and Computation: Practice and Experience, 38:14(e70860)

Berk Buzcu, Laura Finarelli and Gianluca Rizzo, Energy-Aware Multi-Domain Orchestration Architecture for Sustainable 6G Networks (2026), in: IEEE WONS 2026

Desirè Fabbretti, Matteo Pasquino, Elia Pacioni, Caterina Lucarelli and Davide Calvaresi, Evolutionary Rule Extraction from Corporate Default Prediction Models, in: EXTRAAMAS 2026, 2026

Explainable, Trustworthy, and Responsible AI and Multi-Agent Systems, Springer, 2026

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Mélanie Champendal, Belinda Lokaj, Valentin Durand de Gevigney, Gaël Brulé, Polina Boiko, Christian Lovis, Henning Müller, Jérôme Schmid and Ricardo Teresa Ribeiro, Exploring environmental sustainability of artificial intelligence in radiology: A scoping review (2026), in: European Journal of Radiology, Volume 194

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Fabienne Malbois, Faire événement. De l'intérêt d'inclure les préparations dans l'analyse de l'action (2026), in: Revue d'anthropologie des connaissances, 20:4

Elia Pacioni, Célien Müller, Francisco Fernández de Vega and Davide Calvaresi, FedGP Resilience: A Comparative Study with Standard Federated Aggregation Methods under Adversarial Scenarios, in: Proceedings of EvoStar 2026, Toulouse, France, Springer, 2026

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Gianluca Rizzo, Floating Gossip: Serverless Distributed Learning in Dynamic Scenarios (2026), in: IEEE Transactions on Mobile Computing

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Federico Spagnolo, Pedro M. Gordaliza, Po-Jui Lu, Mario Ocampo-Pineda, Xinjie Chen, Esther Ruberte, Matthias Weigel, Tommaso Sirito, Alessandro Cagol, Meritxell Bach Cuadra, Vincent Andrearczyk, Adrien Depeursinge and Cristina Granziera, Foundation Model–Enhanced Classification of Paramagnetic Rim Lesions in Multiple Sclerosis, MSToronto2026 – 10th Joint ACTRIMS-ECTRIMS Meeting, 2026

Alessandro Munoz JdeS, Miren Aurkene Alzua-Sorzabal and Roland Schegg, From Disintermediation to Digital Reintermediation: Evidence from Madrid Hotels and European Benchmark Studies (2026), in: Tourism and Hospitality, 7:9(261)

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Elia Pacioni, Célien Müller, Francisco Fernández de Vega and Davide Calvaresi, Genetic Programming in Federated Aggregation: A comparison of FedGP with State of the Art Methods, ICAART, 2026

Gianluca Rizzo and Saira Bano, GRAPE: Gossip-Based Representation Alignment Using Prototypical Embeddings for Heterogeneous IoT Device, Kuala Lumpur, IEEE, 2026

Numan Saeed, Salma Hassan, Shahad Hardan, Lishan Cai, Xinglong Liang, Moona Mazher, Abdul Qayyum, Yansong Bu, Mengye Lyu, Yue Lin, Mingyuan Meng, Chuanyi Huang, Lisheng Wang, Dalal Chamseddine, Shamimeh Ahrari, Beining Wu, Yifei Chen, Fuyou Mao, Hao Zhang, Baixiang Zhao, Surajit Ray, Muzi Guo, Lei Xiang, Jakob Dexl, Michael Ingrisch, Adrien Depeursinge, Arman Rahmim, Mathieu Hatt, Vincent Andrearczyk and Mohammad Yaqub, HEad and neCK TumOR (HECKTOR) 2025: Benchmark of Segmentation, Diagnosis, and Prognosis in Multimodal PET/CT, 2026

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Elia Pacioni and Francisco Fernández de Vega, Hybrid AI Approaches for Improving 4-part Harmony Learning. Applications to Handwritten Optical Music Recognition., in: AI-LEAP 2026 - 1st International Workshop on AI Learning, Education And Practice, co-located with AIxIA 2026, University of Perugia, October 2026, Perugia, 2026

Gianluca Rizzo and Laura Finarelli, Intelligence-Enabling Radio Communications for Seamless Inclusive Interactions, chapter 9, Emerald Publishing, 2026

Alexandre Lambelet, Benjamin Tremblay and Fabienne Malbois, Le care à l'ouvrage. Prendre en charge les vulnérabilités, chapter Faire 'être une personne'. Les anthropologies implicites de l'accompagnement en psychogériatrie, Presses universitaires de Rennes & Presses de l'EHESP, 2026

Fabienne Malbois, Benjamin Tremblay and Alexandre Lambelet, Matérialités du travail social. Objets, écologies et économies de l’intervention sociale, chapter L’EMS comme milieu de vie. Aperçu d’une écologie de l’expérience de la démence, pages 37-52, Editions de l'ies, 2026

[]: Ce chapitre a été rédigé dans le cadre d'un FNS réalisé à la HETSL-HES-SO entre 2022 et 2025 (https://data.snf.ch/grants/grant/200537). Sa publication a été retardée de plusieurs mois et les épreuves ont été corrigées alors que j'avais déjà débuté mon mandat de collaboratrice scientifique à la HES.SO Valais-Wallis (contrat débuté le 16 mars 2026). Dès lors, mon affiliation institutionnelle actuelle est également mentionnée dans l'article en regard de mon nom.

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Valerio Crocetti, Elia Pacioni and Davide Calvaresi, Mind the Gap: An Educator-Oriented Hybrid AI Platform for Iterative Review of Course Material, in: 1st International Workshop on AI Learning, Education And Practice (AI-LEAP 2026), Perugia, Italy, CEUR-WS.org, 2026

Berk Buzcu, Marcin Pakula, Gevher Keskin Yesevi, Laura Finarelli, Gianluca Rizzo, Engin Zeydan, Jorge Baranda, Aitor Alcazar-Fernandez, Javier Velazquez-Martinez, Luis M. Contreras, Gil Kedar and Paweł Kryszkiewicz, Modular Multi-Domain Digital Twin Architecture: Sustainable Intent-Driven 6G Management (2026), in: IEEE Journal on Selected Areas in Communications(11)

Muhammad Imran, Jonathan R Krebs, Vishal Balaji Sivaraman, Teng Zhang, Amarjeet Kumar, Walker R Ueland, Michael J Fassler, Chang Wang, Jinlong Huang, Xiao Sun, Lisheng Wang, Shi Pencheng, Maximilian R. Rokkus, Michael Baumgartner, Yannick Kirchhoff, Klaus H. Maier-Hein, Fabian Isensee, Liu Shuolin, Han Bing, Thanh Nguyen Bong, Shin Dong-jin, Ji-Woo Park, Choi Matthew, Uhm Kwang-Hyun, Ko Sung-Jea, Lee Chanwoong, Chun Jaehee, Kim Jin Sung, Zhang Minghui, Zhang Hanxiao, You Xin, Gu Yun, Pan Zhaohong, Liu Xuan, Lian Xiaokun, Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Mikhail Kotyushev, Epifanov Rostislav, Marek Wodzinski, Henning Müller, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Wang Zhiwei, Yang Kaixiang, Jintao Ren, Sofia Korreman Stine, Gao Yuchong, Zeng Hongye, Zheng Haoyu, Zheng Rui, Yue Jinghua, Zhou Fugen, Liu Bo, Alexander Cosman, Liang Muxuan, Zhao Chang, Gilbert R. Upchurch, Zhou Yuyin, Michol A. Cooper and Shao Wei, Multi-class segmentation of aortic branches and zones in computed tomography angiography: the aortaseg24 challenge (2026), in: Medical Image Analysis(104188)

Mélanie Champendal, Théo Coutaudier, Daphné Faist, Maeva Ryser, Joshua Schaefferkoetter, Maurizio Conti, Mario Jreige, Adrien Depeursinge, Ferris Borràs Lluis, Claudia Dos Reis, John O. Prior, Henning Müller and Ricardo Teresa Ribeiro, Multi-Method eXplainability for Similarity Assessment in AI-Denoised PET Imaging, in: 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), pages 1-4, 2026

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Federico Bolelli, Luca Lumetti, Niels van Nistelrooij, Shankeeth Vinayahalingam, Mattia Di Bartolomeo, Kevin Marchesini, Arrigo Pellacani, Ettore Candeloro, Gabriele Rosati, Tong Xi, Fabian Isensee, Yannick Kirchhoff, Lars Krämer, Maximilian R. Rokkus, Ulrich Constantin, Klaus Maier-Hain, Jiang Yuxian, Liu Yusheng, Lisheng Wang, Wang Haoshen, Chen Siyu, C Zhiming, Shi Pencheng, Pan Zhaohong, Lian Xiaokun, Ma Qi, Konukoglu Ender, Marek Wodzinski, Henning Müller, Mai Haipeng, Dang Xiaobing, Bhandary Shrajan, Grosu Radu, Stefaan Bergé, Alexandre Anesi and Grana Constantino, Multi-structure segmentation in CBCT volumes: The ToothFairy2 challenge (2026), in: Medical Image Analysis(104095)

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