20.500.12556/DiRROS-23115 Intelligent supportive system for people with profound intellectual and multiple disabilities People with profound intellectual and multiple disabilities (PIMD) are a vul-nerable and often marginalized group of people, commonly without the ability ofsymbolic communication. This makes expressing and recognizing their innerstate and desires challenging and requires in-depth knowledge and under-standing of each individual. Use of standard assistive technologies is thusinfeasible due to lack of personalization. This challenge is tackled by theINSENSION system—a novel intelligent decision support system leveraging state-of-the-art noninvasive audio-visual sensor technologies together with machinelearning algorithms and expert knowledge, to detect and interpret behaviors andcommunications (nonverbal signals—NVSs) of people with PIMD in challengingreal-world scenarios. The detection of NVSs supports caregivers and allows thepeople with PIMD a form of communication through a communicator application.Furthermore, the system enables them to control and adjust their environmentthrough a smart room and multimedia player. According to quantitative andqualitative evaluation, good recognition accuracy is achieved, and the systemempowers people with PIMD and increases their quality of life.RESEARCH ARTICLEwww.advintellsyst.comAdv. Intell. Syst. 2025, 2400925 2400925 (1 of 19) © 2025 The Author(s). Advanced Intelligent Systems published by Wiley-VCH GmbH INSENSION system people with profound intellectual and multiple disabilities podporni sistemi ljudje s težko intelektualno in večkratno motnjo true false true Wiley ZDA Angleški jezik Slovenski jezik © 2025 The Author(s). Neznano 2025-07-29 14:02:37 2025-07-29 14:02:38 2025-10-24 03:53:11 0000-00-00 00:00:00 2025 0 0 Nasl. z nasl. zaslona; Opis vira z dne 29. 7. 2025; 1-19 str. Vol. 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 2024-10-29 0000-00-00 2025-07-28 004.9 2640-4567 10.1002/aisy.202400925 244177411 https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202400925 1 ecd418f2-6c73-11f0-9bb7-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=33901 RAZ_Slapnicar_Gasper_2025.pdf RAZ_Slapnicar_Gasper_2025.pdf 1 7F6D49400F70A091119CE94164054F7A 57fbf6a2777d9c4094e2b6bb9492779e73e88a4fa17fa31a7996700e3b338380 6d0b375e-6c74-11f0-9bb7-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=33902 Institut Jožef Stefan 0 0 0