AIDEA Impacts The World Through Applied Science, Research & Development

International Journal Publications

2020 GJORESKI, Martin, JANKO, Vito, SLAPNIČAR, Gašper, MLAKAR, Miha, REŠČIČ, Nina, BIZJAK, Jani, DROBNIČ, Vid, MARINKO, Matej, MLAKAR, Nejc, LUŠTREK, Mitja, GAMS, Matjaž. Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors. Information fusion, ISSN 1566-2535, 2020, vol. 62, str. 47-62, doi: 10.1016/j.inffus.2020.04.004. [COBISS.SI-ID 13625603]
2020 KIPRIJANOVSKA, Ivana; STANKOSKI, Simon; ILIEVSKI, Igor; JOVANOVSKI Slobodan; GAMS, Matjaž; GJORESKI, Hristijan; HousEEC: Day-Ahead Household Electrical Energy Consumption Forecasting Using Deep Learning. Energies 2020, 13, 2672.
2020 GJORESKI, Martin, KOLENIK, Tine, KNEZ, Timotej, LUŠTREK, Mitja, GAMS, Matjaž, GJORESKI, Hristijan, PEJOVIĆ, Veljko. Datasets for cognitive load inference using wearable sensors and psychological traits. Applied sciences, ISSN 2076-3417, 2020, vol. 10, no. 11, str. 3843-1-3843-21, doi: 10.3390/app10113843. [COBISS.SI-ID 17709571]
2020 GJORESKI, Martin, GAMS, Matjaž, LUŠTREK, Mitja, GENC, Pelin, GARBAS, Jens-U., HASSAN, Teena. Machine learning and end-to-end deep learning for monitoring driver distractions from physiological and visual signals. IEEE access, ISSN 2169-3536, 2020, vol. 8, str. 70590-70603, doi: 10.1109/ACCESS.2020.2986810. [COBISS.SI-ID 14444035]
2020 GJORESKI, Martin, GRADIŠEK, Anton, BUDNA, Borut, GAMS, Matjaž, POGLAJEN, Gregor. Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds. IEEE access, ISSN 2169-3536, 2020, vol. 8, str. 20313-20324, doi: 10.1109/ACCESS.2020.2968900. [COBISS.SI-ID 33111591]
2020 PEJOVIĆ, Veljko, GJORESKI, Martin, ANDERSON Christoph, DAVID Klaus, and LUSTREK Mitja “Towards Telepathic Computing: Cognitive LoadInference for Attention Management in Ubiquitous Systems”, IEEE Pervasive Computing, 2020.  (IF = 3.813)
2019 Wang, Lin; GJORESKI, Hristijan; Ciliberto, Mathias; Mekki, Sami; Valentin, Stefan; Roggen, Daniel; Enabling reproducible research in sensor-based transportation mode recognition with the Sussex-Huawei dataset IEEE Access 7  10870-10891 2019 IEEE
2018 SIMJANOSKA, Monika, GJORESKI, Martin, GAMS, Matjaž, BOGDANOVA, Ana Madevska. Non-invasive blood pressure estimation from ECG using machine learning techniques. Sensors, ISSN 1424-8220, 2018, vol. 18, no. 4, str. 1160-1-1160-20, doi: 10.3390/s18041160. [COBISS.SI-ID 31328551] (IF = 4.098)
2018 GJORESKI, Hristijan; Ciliberto, Mathias; Wang, Lin; Morales, Francisco Javier Ordonez; Mekki, Sami; Valentin, Stefan; Roggen, Daniel; The university of sussex-huawei locomotion and transportation dataset for multimodal analytics with mobile devices IEEE Access 6  42592-42604 2018 IEEE
2018 Piltaver, Rok GJORESKI, Hristijan; Gams, Matjaž; Identifying a person with door-mounted accelerometer Journal of Ambient Intelligence and Smart Environments 10 5 361-375 2018 IOS Press
2018 GJORESKI, Martin, LUŠTREK, Mitja, GAMS, Matjaž, MITREVSKI, Blagoj. An inter-domain study for arousal recognition from physiological signals. Informatica : an international journal of computing and informatics, ISSN 0350-5596. [Tiskana izd.], 2018, vol. 42, no. 1, str. 61-68. [COBISS.SI-ID 31328807]
2017 GJORESKI, Hristijan, GAMS, Matjaž, LUŠTREK, Mitja. Context-based fall detection and activity recognition using inertial and location sensors. Journal of ambient intelligence and smart environments, ISSN 1876-1364, 2014, vol. 6, no. 4, str. 419-433, doi: 10.3233/AIS-140268. (IF = 0.809)
2017 GJORESKI, Martin, LUŠTREK, Mitja, GAMS, Matjaž, GJORESKI, Hristijan. Monitoring stress with a wrist device using context. Journal of biomedical informatics, ISSN 1532-0464. 2017, 18 str., doi: 10.1016/j.jbi.2017.08.006. 
2017 BIZJAK Jani, GRADIŠEK Anton, STEPANCIC Luka, GJORESKI, Hristijan, GAMS Matjaž. Intelligent assistant carer for active aging. EURASIP Journal on Advances in Signal Processing, 2017
2016 GJORESKI, Martin, GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. How accurately can your wrist device recognize daily activities and detect falls?. Sensors, ISSN 1424-8220, 2016, vol. 16, no. 6, str. 800-1-800-21, doi: 10.3390/s16060800.
2016 CVETKOVIĆ, Božidara, GJORESKI, Hristijan, JANKO, Vito, KALUŽA, Boštjan, GRADIŠEK, Anton, LUŠTREK, Mitja, JURINČIČ, Igor, GOSAR, Anton, KERMA, Simon, BALAŽIČ, Gregor. E-turist : an intelligent personalised trip guide. Informatica : an international journal of computing and informatics, 2016, vol. 40, no. 4, str. 447-455. 
2015 GJORESKI, Hristijan, KALUŽA, Boštjan, GAMS, Matjaž, MILIĆ, Radoje, LUŠTREK, Mitja. Context-based ensemble method for human energy expenditure estimation. Applied soft computing, ISSN 1568-4946. [Print ed.], 2015, vol. 37, str. 960-970.
2015 GJORESKI, Hristijan, KOZINA, Simon, GAMS, Matjaž, LUŠTREK, Mitja, ÁLVAREZ-GARCÍA, Juan Antonio, HONG, Jin-Hyuk, RAMOS, Julian, DEY, Anind K., BOCCA, Maurizio, PATWARI, Neal. Competitive live evaluations of activity-recognition systems. IEEE pervasive computing: mobile and ubiquitous systems, ISSN 1536-1268, 2015, vol. 14, no. 1, str. 70-77.
2015 LUŠTREK, Mitja, GJORESKI, Hristijan, GONZÁLES VEGA, Narciso, KOZINA, Simon, CVETKOVIĆ, Božidara, MIRCHEVSKA, Violeta, GAMS, Matjaž. Fall detection using location sensors and accelerometers. IEEE pervasive computing: mobile and ubiquitous systems, ISSN 1536-1268. [Print ed.], 2015, vol. 14, no. 4, str. 72-79. 
2015 GJORESKI, Hristijan. An approach for context-based reasoning in ambient intelligence. Informatica : an international journal of computing and informatics, ISSN 0350-5596, Mar. 2015, vol. 39, no. 1. 
2014 KALUŽA, Boštjan, CVETKOVIĆ, Božidara, DOVGAN, Erik, GJORESKI, Hristijan, MIRCHEVSKA, Violeta, GAMS, Matjaž, LUŠTREK, Mitja. A Multiagent care system to support independent living. International journal on artificial intelligence tools, ISSN 0218-2130. [Print ed.], 2014, vol. 23, no. 1, str. 1440001-1-1440001-30
2014 GJORESKI, Martin, GJORESKI, Hristijan, KULAKOV, Andrea. Machine learning approach for emotion recognition in speech. Informatica : an international journal of computing and informatics, ISSN 0350-5596, Dec. 2014, vol. 38, no. 4, str. 377-384.
2013 KOZINA, Simon, GJORESKI, Hristijan, GAMS, Matjaž, LUŠTREK, Mitja. Three-layer activity recognition combining domain knowledge and meta-classification. Journal of medical and biological engineering, ISSN 1609-0985, 2013, vol. 33, no. 4, str. 406-414.

Book Chapters

2019JANKO, Vito, GJORESKI, Martin, SLAPNIČAR, Gašper, MLAKAR, Miha, REŠČIČ, Nina, BIZJAK, Jani, DROBNIČ, Vid, MARINKO, Matej, MLAKAR, Nejc, GAMS, Matjaž, LUŠTREK, Mitja. Winning the Sussex-Huawei locomotion-transportation recognition challenge. V: KAWAGUCHI, Nobuo (ur.). Human activity sensing : corpus and applications, ISSN 2522-5537. Cham: Springer. 2019, str. 233-250.
2019GJORESKI, Hristijan, STANKOSKI, SImon, KIPRIJANOVSKA, Ivana, NIKOLOVSKA, Anastasija, MLADENOVSKA, Natasha, TRAJANOSKA, Marija, VELICHKOVSKA, Bojana, GJORESKI, Martin, LUŠTREK, Mitja, GAMS, Matjaž. Wearable sensors data-fusionand machine-learning method for fall detection and activity recognition. V: PONCE, Hiram (ur.). Challenges and trendsin multimodal fall detectionfor healthcare, (Studies in systems, decision and control, ISSN 2198-4182, vol. 273). Cham: Springer, str. 80-96. [COBISS.SI-ID 33140775]
2019Wang, Lin; Gjoreski, Hristijan; Ciliberto, Mathias; Mekki, Sami; Valentin, Stefan; Roggen, Daniel; Benchmark Performance for the Sussex-Huawei Locomotion and Transportation Recognition Challenge 2018 Human Activity Sensing, 153-170 2019 Springer, Cham
2015GJORESKI, Hristijan, PILTAVER, Rok, GAMS, Matjaž. Person identification by analyzing door accelerations in time and frequency domain. Ambient intelligence. Lecture notes in computer science, ISSN 0302-9743, vol. 9425. Cham [etc.]: Springer. 2015, lNCS945, str. 60-76. [COBISS.SI-ID 29082151]
2014MAZOMENOS, Evangelos, CVETKOVIĆ, Božidara, KOZINA, Simon, GJORESKI, Hristijan, LUŠTREK, Mitja, LAMPE, Jure, MARINČIČ, Domen, et al. Case studies. System design for remote healthcare. New York [etc.]: Springer. 2014, str. 277-332. [COBISS.SI-ID 27267367]
2013KOZINA, Simon, GJORESKI, Hristijan, GAMS, Matjaž, LUŠTREK, Mitja. Efficient activity recognition and fall detection using accelerometers. Evaluating AAL systems through competitive benchmarking: International Competitions, EvAAL 2013, July and September 2013, [Madrid, Valencia]. Communications in Computer and Information Science, ISSN 1865-0929, 386. Heidelberg [etc.]: Springer. 2013, str. 13-23. [COBISS.SI-ID 27095335]
2012GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Context-based fall detection using inertial and location sensors. Ambient Intelligence. Lecture notes in computer science, ISSN 0302-9743, LNCS 7683). Heidelberg [etc]: Springer. 2012, vol. 7683, str. 1-16. [COBISS.SI-ID 26270247]

Patents

2016GAMS, Matjaž, GJORESKI, Hristijan. Method and system for detecting a person driving a vehicle while using a mobile computing device : patent : SI 24796 (A), 2016-02-29. Ljubljana: Urad RS za intelektualno lastnino,, 2016-02-10; Št. prijave: 201400376, 2014-10-16 
2015GAMS, Matjaž, PILTAVER, Rok, GJORESKI, Hristijan. Postopek identifikacije osebe, ki vstopa v prostor : patent SI 24485 A. Ljubljana: Urad RS za intelektualno lastnino, 31. mar. 2015. [COBISS.SI-ID 27221031] 
2014GAMS, Matjaž, GJORESKI, Hristijan, LUŠTREK, Mitja, KALUŽA, Boštjan. Metoda in sistem za prepoznavanje aktivnosti na podlagi konteksta : patent SI 23356 A. Ljubljana: Urad RS za intelektualno lastnino, 28. nov. 2014. [COBISS.SI-ID 27964199]  patentna družina: Patentna prijava P-201400276, 2014-08-01

International Competitions

2019 First place at the “Challenge UP – Multimodal Fall Detection” at the International Joint Conference on Neural Network, Budapest, 2019)
2019 First place at the “Emteq – Activity Recognition Challenge” at the International Joint Conference on Pervasive and Ubiquitous Computing – UbiComp, London, 2019
2019 First place at the “Sussex-Huawei Locomotion Challenge 2019” at the International Joint Conference on Pervasive and Ubiquitous Computing – UbiComp, London 2019
2018 First and second place at the “Sussex-Huawei Locomotion Challenge 2018” at the International Joint Conference on Pervasive and Ubiquitous Computing – UbiComp, Singapore 2018
2013 First place at the “Activity Recognition Competition EvAAL 2013”  organized by European Union program “Ambient Assisted Living

Selected Conference Publications

2020 GASHI, Shkurta, DI LASCIO, Elena, STANCU, Bianca, DAS SWAIN, Vedant, GJORESKI, Martin, MISHRA Varun, SANTINI, Silvia. “Automatic Detection of Artifacts in Electrodermal Activity Sensor Data”, IMWUT 2020
2019 KOLENIK, Tine, GJORESKI, Martin, GAMS, Matjaž. Designing an intelligent cognitive assistant for behavior change in mental health. V: LUŠTREK, Mitja (ur.), GAMS, Matjaž (ur.), PILTAVER, Rok (ur.). Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba – IS 2019, 10. oktober 2019
2019 GJORESKI, Martin, GRADIŠEK, Anton, BUDNA, Borut, POGLAJEN, Gregor. Analiza značilk za napovedovanje poslabšanja kroničnega srčnega popuščanja = Feature analysis for detecting different chronic heart failure stages. zbornik 22. Mednarodne multikonference Informacijska družba – IS 2019, 9. oktober 2019 :
2019 KNEZ, Timotej, GJORESKI, Martin, PEJOVIĆ, Veljko. Analiza vpliva težavnosti računalniške igre na izmerjenevrednosti fizioloških signalov. V: BLAŽICA, Bojan (ur.), et al. Interakcija človek-računalnik v informacijski družbi : zbornik 22. Mednarodne multikonference Informacijska družba – IS 2019, 9. oktober 2019 :
2018 LUKAN, Junoš, GJORESKI, Martin, MAUERSBERGER, Heidi, HOPPE, Annekatrin, HESS, Ursula, LUŠTREK, Mitja. Analysing physiology of interpersonal conflicts using a wrist device. V: KAMEAS, Achilles (ur.), STATHIS, Kostas (ur.). Ambient Intelligence : 14th European Conference, AmI 2018, Larnaca, Cyprus, November 12-14, 2018 : proceedings, (Lecture notes in computer science, ISSN 0302-9743, vol. 11249). Cham: Springer. 2018 , str. 162-167. [COBISS.SI-ID 31906343]
2018 Astell, Arlene J; Gradisek, Anton; Bizjak, Jani; GJORESKI, Hristijan,; Gams, Matjaz; Goljuf, Karmen; Cabrera-Umpierrez, Maria Fernanda; Montalva, Juan Bautista; Karavidopoulou, Youla; Panou, Mary; INLIFE-independent living support functions for the elderly: technology and pilot overview Intelligent Environments 2018 23  526-535 2018 IOS Press
2018 SIMJANOSKA, Monika, GJORESKI, Martin, GAMS, Matjaž, BOGDANOVA, Ana Madevska. Novel data processing approach for deriving blood pressure from ECG only. V: KALAJDZISKI, Slobodan (ur.), ACKOVSKA, Nevena (ur.). Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, 
2018 MITREVSKI, Blagoj, PETRESKI, Viktor, GJORESKI, Martin, RISTESKA STOJKOSKA, Biljana. Framework for human activity recognition on smartphones and smartwatches. V: KALAJDZISKI, Slobodan (ur.), ACKOVSKA, Nevena (ur.). Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, 
2018 TRAJANOSKA, Marija, KATRAŠNIK, Marko, LUKAN, Junoš, GJORESKI, Martin, GJORESKI, Hristijan, LUŠTREK, Mitja. Context-aware stress detection in the AWARE framework. V: LUŠTREK, Mitja (ur.), PILTAVER, Rok (ur.), GAMS, Matjaž (ur.). Slovenska konferenca o umetni inteligenci : zbornik 21. mednarodne multikonference Informacijska družba – IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : 
2017 GJORESKI, Hristijan, ROGGEN, Daniel. Unsupervised online activity discovery using temporal behaviour assumption. V: Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISCW 2017, September 11 – 15, 2017, Maui, Hawai. New York. 2017, str. 42-49, doi: 10.1145/3123021.3123044. [COBISS.SI-ID 30805543] 
2017 GJORESKI, Hristijan, CILIBERTO, Mathias, F. J. Ordoñez MORALES, D. ROGGEN, S. MEKKI, S. VALENTIN. “A versatile annotated dataset for multimodal locomotion analytics with mobile devices.” In ACM Conference on Embedded Networked Sensor Systems. ACM, 2017.
2017 CILIBERTO, Mathias, F. J. Ordoñez MORALES, GJORESKI, Hristijan, D. ROGGEN, S.MEKKI, S.VALENTIN. “High reliability Android application for multidevice multimodal mobile data acquisition and annotation.” In ACM Conference on Embedded Networked Sensor Systems. ACM, 2017.
2017 BIZJAK, Jani, GRADIŠEK, Anton, STEPANČIČ, Luka, GJORESKI, Hristijan, GAMS, Matjaž, GOLJUF, Karmen. Intelligent system to assist the independent living of the elderly : presented at The 13th International Conference on Intelligent Environments – IE’17, 23-25 August 2017, Seoul, Korea. [COBISS.SI-ID 30696743]
2017 CVETKOVIĆ, Božidara, GJORESKI, Martin, ŠORN, Jure, MASLOV, Pavel, KOSIEDOWSKI, Michał, BOGDAŃSKI, Maciej, STROIŃSKI, Aleksander, LUŠTREK, Mitja. Real-time physical activity and mental stress management with a wristband and a smartphone. V: UbiComp’17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii. New York: ACM = Association for Computing Machinery. cop. 2017, str. 225-228. https://dl.acm.org/citation.cfm?id=3125608. [COBISS.SI-ID 31224103]
2017 CVETKOVIĆ, Božidara, GJORESKI, Martin, ŠORN, Jure, MASLOV, Pavel, LUŠTREK, Mitja. Monitoring physical activity and mental stress using wrist-worn device and a smartphone. V: CECI, Michelangelo (ur.), TODOROVSKI, Ljupčo (ur.), DŽEROSKI, Sašo (ur.). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings, (Lecture notes in artificial intelligence, ISSN 0302-9743, Lecture notes in artificial intelligence, LNAI 10534). Cham: Springer. 2017, str. 414-418. [COBISS.SI-ID 31223591]
2017 CVETKOVIĆ, Božidara, GJORESKI, Martin, ŠORN, Jure, FREŠER, Martin, LUŠTREK, Mitja, BOGDAŃSKI, Maciej, JACKOWSKA, Katarzyna, KOSIEDOWSKI, Michał, STROIŃSKI, Aleksander. Management of physical, mental and environmental stress at the workplace. V: JUNG, Jason J. (ur.). IE’ 2017, The 13th International Conference on Intelligent Environments, 23-25 August 2017, Seoul, Korea. Danvers: IEEE = Institute of Electrical and Electronics Engineers. 2017, str. 76-83. [COBISS.SI-ID 31223847]
2017 GJORESKI, Martin, SIMJANOSKA, Monika, GRADISEK, Anton, GAMS, Matjaž, POGLAJEN Gregor. Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers. Submitted to the 13th International Conference on Intelligent Environments – IE’17
2017 CVETKOVIĆ, Božidara, GJORESKI, Martin, et al. Management of Physical, Mental and Environmental Stress at the Workplace. Submitted to the 13th International Conference on Intelligent Environments – IE’17
2017 GJORESKI, Martin, MITREVSKI, Blagoj, LUŠTREK, Mitja, GAMS, Matjaž. R-R vs GSR – an inter-domain study for arousal recognition. V: LUŠTREK, Mitja (ur.), PILTAVER, Rok (ur.), GAMS, Matjaž (ur.). Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba – IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia]
2016 GJORESKI, Martin, GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Continuous live stress monitoring with a wristband. ECAI 2016 : 22nd European Conference on Artificial Intelligence, including Prestigious Applications of Artificial Intelligence (PAIS 2016), 29 August-2 September 2016, The Hague, The Netherlands,, (Frontiers in artificial intelligence and applications, volume 285). 2016, str. 1803-1804. [COBISS.SI-ID 29932583] 
2016 GJORESKI, Hristijan, BIZJAK, Jani, GAMS, Matjaž. Using smartwatch as telecare and fall detection device. V: IE 2016, The 12th International Conference on Intelligent Environments, 14-16 September 2016, London, United Kindom. Danvers: IEEE = Institute of Electrical and Electronics Engineers. 2016, str. 242-245. [COBISS.SI-ID 29775143]
2016 GJORESKI, Martin, GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Continuous stress detection using a wrist device : in laboratory and real life. The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 12-16, 2016, Heildeberg, Gemany. New York: ACM. cop. 2016, str. 1185-1193. [COBISS.SI-ID 29932839]
2016 CVETKOVIĆ, Božidara, GJORESKI, Hristijan, JANKO, Vito, KALUŽA, Boštjan, GRADIŠEK, Anton, LUŠTREK, Mitja. e-Turist : an intelligent personalized trip guide. V: ECAI 2016, 22th European Conference on Artificial Intelligence, 29 Aug. – 02 Sep. 2016, The Haag, Holland. [S. l.: s. n]. 2016.
2015 GJORESKI, Martin, GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Automatic detection of perceived stress in campus students using smartphones. V: Proceedings, The 11th International Conference on Intelligent Environments, IE 2015, 13-14 July 2015, Prague, Czech Republic. Danvers: IEEE = nstitute of Electrical and Electronics Engineers. 2015, str. 132-135. [COBISS.SI-ID 28830247]
2015 GJORESKI, Martin, GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Recognizing atomic activities with wrist-worn accelerometer using machine learning. Intelligent systems : proceedings of the 18th International Multiconference Information Society – IS 2015, October 7th, 2015, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan. 2015, str. 42-46. 
2014 GJORESKI, Hristijan, KOZINA, Simon, LUŠTREK, Mitja, GAMS, Matjaž. Using multiple contexts to distinguish standing from sitting with a single accelerometer. ECAI 2014 : proceedings, (Frontiers in artificial intelligence and applications (Print), ISSN 0922-6389, vol. 263). Amsterdam [etc.]: IOS Press. cop. 2014, str. 1015-1016. [COBISS.SI-ID 27969831]
2014 GJORESKI, Hristijan, RASHKOVSKA, Aleksandra, KOZINA, Simon, LUŠTREK, Mitja, GAMS, Matjaž. Telehealth using ECG sensor and accelerometer. Proceedings, MIPRO 2014, 37th International Convention, May 26-30, 2014, Opatija, Croatia, ISSN 1847-3946). cop. 2014, str. 283-287. [COBISS.SI-ID 27759911]
2014 GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Developing a sensor firmware application for real-life usage. Intelligent systems : proceedings of the 17th International Multiconference Information Society – IS 2014, October 7th-8th, 2014, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan. 2014, str. 34-37 
2014 GJORESKI, Martin, GJORESKI, Hristijan, KULAKOV, Andrea. Automatic recognition of emotions from speech. Proceedings of the 17th International Multiconference Information Society – IS 2014, October 7th-8th, 2014, Ljubljana, Slovenia . 2014, str. 38-41. 
2013 GJORESKI, Hristijan, KALUŽA, Boštjan, GAMS, Matjaž, MILIĆ, Radoje, LUŠTREK, Mitja. Ensembles of multiple sensors for human energy expenditure estimation. V: UBICOMP 2013, The 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, September 8-12, 2013, Zurich, Switzerland. Washington: Association for Computing Machinery = ACM, str. 359-362. [COBISS.SI-ID 27051815]
2013 CVETKOVIĆ, Božidara, KALUŽA, Boštjan, GJORESKI, Hristijan, LUŠTREK, Mitja. Hybrid recommender system for personalized POI selection. Proceedings of the 16th International Multiconference Information Society – IS 2013, October 7th-11th, 2013, Ljubljana, Slovenia : str. 19-22, doi: 10.1007/s10765-013-1451-x. [COBISS.SI-ID 27189287] 
2013 GJORESKI, Hristijan, CVETKOVIĆ, Božidara, KALUŽA, Boštjan, LUŠTREK, Mitja. Sightseeing route planning. Proceedings of the 16th International Multiconference Information Society – IS 2013, October 7th-11th, 2013, Ljubljana, str. 39-42. [COBISS.SI-ID 27190311]
2013 GJORESKI, Martin, GJORESKI, Hristijan, PILTAVER, Rok, GAMS, Matjaž. Predicting the arrival and the departure time of an employee. Proceedings of the 16th International Multiconference Information Society – IS 2013, October 7th-11th, 2013, Ljubljana, Slovenia : str. 43-46. [COBISS.SI-ID 27190567]
2013 LUŠTREK, Mitja, KALUŽA, Boštjan, CVETKOVIĆ, Božidara, GJORESKI, Hristijan. E-turist : inteligentni elektronski turistični vodnik. Proceedings of the 16th International Multiconference Information Society – IS 2013, October 7th-11th, 2013, Ljubljana, Slovenia str. 75-78. [COBISS.SI-ID 27192615]
2012 LUŠTREK, Mitja, KALUŽA, Boštjan, CVETKOVIĆ, Božidara, DOVGAN, Erik, GJORESKI, Hristijan, MIRCHEVSKA, Violeta, GAMS, Matjaž. Confidence : ubiquitous care system to support independent living. ECAI 2012 : 20th European Conference on Artificial Intelligence, 27-31 August 2012, Montpellier, France including Prestigious Applications of Artificial Intelligence (PAIS-2012) systems demonstrations track, (Frontiers in artificial intelligence and applications, ISSN 0922-6389, v. 242). cop. 2012, str. 1013-1014. [COBISS.SI-ID 26563367]
2012 ŽBOGAR, Maja, GJORESKI, Hristijan, KOZINA, Simon, LUŠTREK, Mitja. Improving accelerometer based activity recognition. Proceedings of the 15th International Multiconference Information Society – IS 2012, October 8th-12th, 2012, [Ljubljana, Slovenia] str. 167-170. [COBISS.SI-ID 26229031]
2011 GJORESKI, Hristijan, LUŠTREK, Mitja, GAMS, Matjaž. Accelerometer placement for posture recognition and fall detection. V: IE’11, The Seventh International Conference on Intelligent Environments, 25-28 July 2011, Nottingham, United Kingdom. str. 47-54. [COBISS.SI-ID 24924967]
2011 GJORESKI, Hristijan, GAMS, Matjaž. Activity/posture recognition using wearable sensors placed on different body locations. Proceedings of the IASTED International Conference on Signal and Image Processing and Applications, (SIPA 2011). The IASTED International Symposium on Articifical Intelligence and Soft Computing : June 22-24, 2011, Crete, Greece. 2011, str. 340-347. [COBISS.SI-ID 24924455]
2011 LUŠTREK, Mitja, GJORESKI, Hristijan, KOZINA, Simon, CVETKOVIĆ, Božidara, MIRCHEVSKA, Violeta, GAMS, Matjaž. Detecting falls with location sensors and accelerometers. V: Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence and the Twenty-Third Innovative Applications of Artificial Intelligence, 7-11 August 2011, str. 1662-1667. [COBISS.SI-ID 24977447]
2011 GJORESKI, Hristijan, GAMS, Matjaž. Accelerometer data preparation for activity recognition. Proceedings of the 14th International Multiconference Information Society – IS 2011, October 10th-14th, 2011, Ljubljana, Slovenia, ISSN 1581-9973). str. 49-52. [COBISS.SI-ID 25195047]
2010 GIMON, Dmitry, GJORESKI, Hristijan, KALUŽA, Boštjan, GAMS, Matjaž. Using accelerometers to improve position-based activity recognition. Proceedings of the 13th International Multiconference Information Society – IS 2010, October 11th-15th, 2010, Ljubljana, (Informacijska družba, ISSN 1581-9973). str. 15-18. [COBISS.SI-ID 24042535]
2010 GJORESKI, Hristijan, GAMS, Matjaž, CHORBEV, Ivan. 3-axial accelerometers activity recognition. ICT Innovations 2010: [September 12-15, 2010, Ohrid, Macedonia] 2010, str. 51-58. [COBISS.SI-ID 24473127]