Topic: Institute of Informatics (II) - HES SO Valais Publications

Beddiaf Farouk and René Schumann, Modeling Coopetition Dynamics Using Agent-Based Approaches, JMU Würzburg, 2024

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Hamed Alavi and Jakub Mlynar, Dangers of Designing with Data, in: DIS '24 Companion: Companion Publication of the 2024 ACM Designing Interactive Systems Conference, ACM, 2024

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Banani Anuraj, Davide Calvaresi, Jean-Marie Aerts and Jean-Paul Calbimonte, Dynamic Swarm Orchestration and Semantics in IoT Edge Devices: A Systematic Literature Review (2024), in: IEEE Access, 12(116917--116938)

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Helia Givian and Jean-Paul Calbimonte, A Review on Machine Learning Approaches for Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment Based on Brain MRI (2024), in: IEEE Access, 12(109912--109929)

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Krešimir Kušić, Davide Calvaresi, Amy Liffey, Lora Fanda, Martin Gregurić, Edouard Ivanjko and René Schumann, Evaluation of Traffic Controller Performance via Systematic Exploration, in: Post-proceedings of the 66th International Symposium ELMAR-2024, Zadar, Croatia, pages 165 -- 168, IEEE, 2024

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Berk Buzcu, Davide Calvaresi, Banani Anuraj and Jean-Paul Calbimonte, Towards Dynamic Self-Organizing Wearables for Head and Neck Digital Rehabilitation, in: Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems, ACM, 2024

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Urška Smrke, Sara Abalde-Cela, Catherine Loly, Jean-Paul Calbimonte, Liliana R. Pires, Simon Lin, Alberto Sánchez, Sara Tement and Izidor Mlakar, Quality of Life of Colorectal Cancer Survivors: Mapping the Key Indicators by Expert Consensus and Measures for Their Assessment (2024), in: Healthcare, 12:12

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Krešimir Kušić, René Schumann and Edouard Ivanjko, Building a Motorway Digital Twin in SUMO: Real-Time Simulation of Continuous Data Stream from Traffic Counters,, in: Proceedings of the 2022 International Symposium ELMAR, Zadar, Croatia, pages 71 -- 76, IEEE, 2022

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Krešimir Kušić, René Schumann and Edouard Ivanjko, A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics (2023), in: Advanced Engineering Informatics, 55

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Krešimir Kušić, René Schumann, Martin Gregurić, Edouard Ivanjko and Marko Šoštarić, Reliable learning-based controllers and how structured simulation is a path towards them, in: Proceedings of 5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI’ 2023), TENERIFE (CANARY ISLANDS), SPAIN, pages 268 -- 274, 2023

Laura Finarelli, Falko Dressler, Marco G Ajmone Marsan and Gianluca Rizzo, Mobile Networks on the Move: Optimizing Moving Base Stations Dynamics in Urban Scenarios (2024), in: VNC

Saul Albert, Hendrik Buschmeier, Katharina Cyra, Christiane Even, Magnus Hamann, Christian Licoppe, Jakub Mlynar, Hannah Pelikan, Martin Porcheron, Stuart Reeves, Damien Rudaz, Philippe Sormani and Sylvaine Tuncer, What "counts" as explanation in social interaction?, 2nd TRR 318 Conference Measuring Understanding, University of Paderborn, Paderborn, Germany, 2023

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Jakub Mlynar, Lynn de Rijk, Andreas Liesenfeld, Wyke Stommel and Saul Albert, AI in situated action: A scoping review of ethnomethodological and conversation analytic studies (2024), in: AI & Society

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Yuriy Marykovskiy, Thomas Clark, Justin Day, Marcus Wiens, Charles Henderson, Julian Quick, Imad Abdallah, Anna Maria Sempreviva, Jean-Paul Calbimonte, Eleni Chatzi and Sarah Barber, Knowledge engineering for wind energy (2024), in: Wind Energy Science, 9:4(883--917)

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Federico Spagnolo, Nataliia Molchanova, Roger Schaer, Meritxell Bach Cuadra, Mario Ocampo-Pineda, Lester Melie-Garcia, Cristina Granziera, Vincent Andrearczyk and Adrien Depeursinge, Instance-level quantitative saliency in multiple sclerosis lesion segmentation (2024), in: arxiv

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Federico Spagnolo, Nataliia Molchanova, Roger Schaer, Mario Ocampo-Pineda, Meritxell Bach Cuadra, Lester Melie-Garcia, Cristina Granziera, Vincent Andrearczyk and Adrien Depeursinge, Instance-level explanations in multiple sclerosis lesion segmentation: a novel localized saliency map, in: ISMRM 2024, 2024

Jakub Mlynar, Roger Schaer, Adrien Depeursinge, Daniel Abler, Mario Jreige, John O. Prior and Florian Evéquoz, Design implications of repurposing a radiomics research platform for education: The case of QuantImage v2, 2024

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Jean-Paul Calbimonte, Andrei Ciortea, Timotheus Kampik, Simon Mayer, Terry R. Payne, Valentina Tamma and Antoine Zimmermann, Autonomy in the Age of Knowledge Graphs: Vision and Challenges (2023), in: Transactions on Graph Data and Knowledge, 1:1(13:1--13:22)

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Fernanda Martinez, Diego Collarana, Davide Calvaresi, Martin Arispe, Carla Florida and Jean-Paul Calbimonte, Study-Buddy: A Knowledge Graph-Powered Learning Companion for School Students, in: The Semantic Web: ESWC 2023 Satellite Events, pages 133--137, Springer Nature Switzerland, 2023

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Jakub Mlynar, Adrien Depeursinge, John O. Prior, Roger Schaer, Alexandre Martroye de Joly and Florian Evéquoz, Making sense of radiomics: Insights on human-AI collaboration in medical interaction from an observational user study (2024), in: Frontiers in Communication, 8

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Mario Martínez-Zarzuela, Javier González-Alonso, Míriam Antón-Rodríguez, Francisco J Díaz-Pernas, Henning Müller and Cristina Simon-Martinez, Multimodal video and IMU kinematic dataset on daily life activities using affordable devices (2023), in: Scientific Data

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Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoğan, Rachele Carli, giovanni ciatto, Yazan Mualla and Kary Främling, Explainable and Transparent AI and Multi-Agent Systems, Springer, 2023

Philip Whybra, Alex Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert S Gabryś, Vicky Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Löck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Masoud Seyed, Christopher G Rookyard, Mohammad R Salmanpour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Müller, Martin Vallières and Adrien Depeursinge, The image biomarker standardization initiative: Standardized convolutional filters for reproducible radiomics and enhanced clinical insights (2024), in: Radiology, 310:2

[]: IF 2022: 19.7

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Federico Spagnolo, Adrien Depeursinge, Vincent Andrearczyk, Pascal Benkert, Stefanie Müller, Lutz Achtnichts, Jochen Vehoff, Giulio Di Santo, Oliver Findling, Andrew Chan, Anke Salmen, Caroline Pot, Claire Bridel, Chiara Zecca, Tobias Johannes Derfuss, Johanna M. Lieb, Luca Remonda, Franca Wagner, Maria-Isabel Vargas Gomez, Renaud Du Pasquier, Patrice Lalive, Emanuele Pravatà, Johannes Weber, Claudio Gobbi, David Leppert, Nataliia Molchanova, Meritxell Bach Cuadra, Po-Jui Lu, Mario Ocampo-Pineda, Lester Melie-Garcia, Cagol Alessandro, Ludwig Kappos, Jens Kuhle and Cristina Granziera, Identification of paramagnetic rim lesions using conventional MRI - a deep learning approach, in: 39th Congress Of The European Committee For Treatment And Research In Multiple Sclerosis (ECTRIMS), 2023

Gaetano Manzo, Yvan Pannatier, Gabriel Autès, Michaël De Lucia, Jean-Gabriel Piguet and Jean-Paul Calbimonte, Serendipity and Diversity Boosting for Personalized Streaming Media Recommendation, in: Proceedings of the 13th Italian Information Retrieval Workshop {(IIR} 2023), Pisa, Italy, June 8-9, 2023, pages 30--40, CEUR-WS.org, 2023

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Federico Spagnolo, Adrien Depeursinge, Henning Müller, Aysenur Akbulut, Muhamed Barakovic, Lester Melie-Garcia, Sabine Schädelin and Cristina Granziera, How far MS lesion detection and segmentation are integrated into the clinical workflow? A systematic review (2023), in: NeuroImage: Clinical, 39(103491)

[]: IF 2022: 4.2

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Anne-Dominique Salamin and Zhan Liu, University Examinations: How New Generation Learners Design Their Own Revising Process, in: EDEN 2023 Annual Conference, EDEN DIGITAL LEARNING EUROPE, Dublin, Ireland, 2023

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Vincent Andrearczyk, Luis Schiappacasse, Daniel Abler, Marek Wodzinski, Andreas Hottinger, Matthieu Raccaud, Jean Bourhis, John O. Prior, Vincent Dunet and Adrien Depeursinge, Automatic Detection and Multi-Component Segmentation of Brain Metastases in Longitudinal MRI (2024), in: Nature Scientic Reports

Victor H. Contreras, Andrea Bagante, Niccolò Marini, Michael Schumacher, Vincent Andrearczyk and Davide Calvaresi, Explanation Generation via Decompositional Rules Extraction for Head and Neck Cancer Classification, in: Explainable and Transparent AI and Multi-Agent Systems, 2023

Gözde Ayşe Tataroğlu Özbulak, Decentralized Stream Reasoning Agents, in: Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems, Neuchatel, Switzerland, pages 203–206, Association for Computing Machinery, 2023

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Banani Anuraj, Agent-Based Orchestration on a Swarm of Edge Devices, in: Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems, Neuchatel, Switzerland, pages 199–202, Association for Computing Machinery, 2023

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