Martin Gjoreski

102 papers A* 4A 1B 7Misc 1Journal 44Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A foundation model for electrodermal activity data. CoRR Leonardo Alchieri, Matteo Garzon, Lidia Alecci, Francesco Bombassei De Bona, Martin Gjoreski, Giovanni de Felice, Silvia Santini
2026	J	`jnl`	ERIS: Enhancing Privacy and Communication Efficiency in Serverless Federated Learning. CoRR Dario Fenoglio, Pasquale Polverino, Jacopo Quizi, Martin Gjoreski, Marc Langheinrich
2026	J	`jnl`	Federated Concept-Based Models: Interpretable models with distributed supervision. CoRR Dario Fenoglio, Arianna Casanova, Francesco De Santis, Mohan Li, Gabriele Dominici, Johannes Schneider, Martin Gjoreski, Marc Langheinrich, Pietro Barbiero, Giovanni de Felice
2026	J	`jnl`	Federated Learning with Profile Mapping under Distribution Shifts and Drifts. CoRR Mohan Li, Dario Fenoglio, Martin Gjoreski, Marc Langheinrich
2026	J	`jnl`	Multi-modal physiological markers of arousal induced by CO2 inhalation in Virtual Reality. Inf. Fusion Michal Gnacek, Neslihan Özhan, John Broulidakis, Ifigeneia Mavridou, Theodoros Kostoulas, Emili Balaguer-Ballester, Martin Gjoreski, Hristijan Gjoreski, Charles Nduka, Matthew Garner, Erich Graf, Ellen Seiss
2025	J	`jnl`	A Review of Methods for Unobtrusive Measurement of Work-Related Well-Being. Mach. Learn. Knowl. Extr. Zoja Anzur, Klara Zinkovic, Junos Lukan, Pietro Barbiero, Gasper Slapnicar, Mohan Li, Martin Gjoreski, Maike E. Debus, Sebastijan Trojer, Mitja Lustrek, Marc Langheinrich
2025	J	`jnl`	A Survey on Federated Learning in Human Sensing. CoRR Mohan Li, Martin Gjoreski, Pietro Barbiero, Gasper Slapnicar, Mitja Lustrek, Nicholas D. Lane, Marc Langheinrich
2025	A*	`conf`	Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning. ICLR Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga, Alberto Termine, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
2025	A*	`conf`	Counterfactual Concept Bottleneck Models. ICLR Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
2025	J	`jnl`	Deep Learning for Facial Expression and Human Activity Recognition Using Smart Glasses. IEEE Access Matea Marinova, Emilija Chona, Andrej Kotevski, Borjan Sazdov, Ivana Kiprijanovska, Simon Stankoski, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
2025	—	`conf`	Evaluating the Quality of Counterfactual Explanations in Multivariate Time-Series. UbiComp Companion Mandani Ntekouli, Francesco Bombassei De Bona, Martin Gjoreski, Gerasimos Spanakis
2025	J	`jnl`	FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts. CoRR Dario Fenoglio, Mohan Li, Pietro Barbiero, Nicholas D. Lane, Marc Langheinrich, Martin Gjoreski
2025	—	`conf`	Generating Explanations for Models Predicting Student Exam Performance. UbiComp Companion Swathy Satheesan Cheruvalath, Matías Laporte, Francesco Bombassei De Bona, Teena Hassan, Martin Gjoreski
2025	J	`jnl`	LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Francesco Bombassei De Bona, Ioana Andreea Câmpanu, Marc Langheinrich, Martin Gjoreski, Georgiana Juravle
2025	J	`jnl`	Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors. CoRR Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich
2025	J	`jnl`	Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models? CoRR Teague McMillan, Gabriele Dominici, Martin Gjoreski, Marc Langheinrich
2025	—	`conf`	XAI for U 2025: 2$nd$ International Workshop on Explainable AI for Ubiquitous, Pervasive and Wearable Computing. UbiComp Companion Mor Vered, Teena Hassan, Mandani Ntekouli, Sang Won Bae, Martin Gjoreski
2024	—	`conf`	A Feature-Based Approach for Subtle Emotion Recognition in Realistic Scenarios. UbiComp Companion Sebastijan Trojer, Zoja Anzur, Martin Gjoreski, Gasper Slapnicar, Mitja Lustrek
2024	—	`conf`	AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model. xAI (Late-breaking Work, Demos, Doctoral Consortium) Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Marc Langheinrich
2024	J	`jnl`	AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model. CoRR Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Marc Langheinrich
2024	J	`jnl`	Causal Concept Embedding Models: Beyond Causal Opacity in Deep Learning. CoRR Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga, Alberto Termine, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
2024	J	`jnl`	Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models. CoRR Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
2024	J	`jnl`	Counterfactual Explanations for Clustering Models. CoRR Aurora Spagnol, Kacper Sokol, Pietro Barbiero, Marc Langheinrich, Martin Gjoreski
2024	—	`conf`	Differential Privacy for Anomaly Detection: Analyzing the Trade-Off Between Privacy and Explainability. xAI (3) Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
2024	J	`jnl`	Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability. CoRR Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
2024	J	`jnl`	Evaluating Explanations Through LLMs: Beyond Traditional User Studies. CoRR Francesco Bombassei De Bona, Gabriele Dominici, Tim Miller, Marc Langheinrich, Martin Gjoreski
2024	J	`jnl`	FedMMA-HAR: Federated Learning for Human Activity Recognition With Missing Modalities Using Head-Worn Wearables. IEEE Pervasive Comput. Alessandro Gobbetti, Martin Gjoreski, Hristijan Gjoreski, Nicholas D. Lane, Marc Langheinrich
2024	A*	`conf`	Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning. NeurIPS Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
2024	J	`jnl`	Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning. CoRR Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
2024	—	`conf`	Generative Models for Counterfactual Explanations. HI-AI@KDD Daniil E. Kirilenko, Pietro Barbiero, Martin Gjoreski, Mitja Lustrek, Marc Langheinrich
2024	—	`conf`	How to Validate XAI in Longitudinal Studies? UbiComp Companion Martin Gjoreski, Matías Laporte, Marc Langheinrich, Tim Miller
2024	J	`jnl`	Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Martin Gjoreski, Silvia Santini
2024	Misc	`conf`	Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors. IE Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich
2024	—	`conf`	XAI for U: Explainable AI for Ubiquitous, Pervasive and Wearable Computing. UbiComp Companion Martin Gjoreski, Teena Hassan, Mor Vered, Sebastian Houben, Stefan Kopp
2023	B	`conf`	A Federated Unsupervised Personalisation for Cognitive Workload Estimation. MUM Dario Fenoglio, Martin Gjoreski, Marc Langheinrich
2023	—	`conf`	Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition. UbiComp/ISWC Adjunct Lidia Alecci, Leonardo Alchieri, Nouran Abdalazim, Pietro Barbiero, Silvia Santini, Martin Gjoreski
2023	J	`jnl`	Exploring Transformer and Graph Convolutional Networks for Human Mobility Modeling. Sensors Riccardo Corrias, Martin Gjoreski, Marc Langheinrich
2023	B	`conf`	Federated Learning for Privacy-aware Cognitive Workload Estimation. MUM Dario Fenoglio, Daniel Josifovski, Alessandro Gobbetti, Mattias Formo, Hristijan Gjoreski, Martin Gjoreski, Marc Langheinrich
2023	J	`jnl`	GANs for Privacy-Aware Mobility Modeling. IEEE Access Ivan Fontana, Marc Langheinrich, Martin Gjoreski
2023	J	`jnl`	LAUREATE: A Dataset for Supporting Research in Affective Computing and Human Memory Augmentation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Matías Laporte, Martin Gjoreski, Marc Langheinrich
2023	—	`conf`	OCOsense Glasses - Monitoring Facial Gestures and Expressions for Augmented Human-Computer Interaction: OCOsense Glasses for Monitoring Facial Gestures and Expressions. CHI Extended Abstracts Hristijan Gjoreski, Ifigeneia Mavridou, James Archer, Andrew Cleal, Simon Stankoski, Ivana Kiprijanovska, Mohsen Fatoorechi, Piotr Walas, John Broulidakis, Martin Gjoreski, Charles Nduka
2023	—	`conf`	Privacy-aware Human Activity Recognition with Smart Glasses for Digital Therapeutics. UbiComp/ISWC Adjunct Borjan Sazdov, Bojan Jakimovski, Simon Stankoski, Ivana Kiprijanovska, Bojan Sofronievski, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
2023	—	`conf`	Recognizing Activities of Daily Living using Multi-sensor Smart Glasses. MIPRO Simon Stankoski, Borjan Sazdov, John Broulidakis, Ivana Kiprijanovska, Bojan Sofronievski, Sophia Cox, Martin Gjoreski, James Archer, Charles Nduka, Hristijan Gjoreski
2023	—	`conf`	Smart Glasses for Gait Analysis of Parkinson's Disease Patients. MIPRO Ivana Kiprijanovska, Filip Panchevski, Simon Stankoski, Martin Gjoreski, James Archer, John Broulidakis, Ifigeneia Mavridou, Bradley Hayes, Tiago João Guerreiro, Charles Nduka, Hristijan Gjoreski
2022	—	`conf`	Affect and Learning in the LAUREATE Dataset. UbiComp/ISWC Adjunct Enqi Fu, Matías Laporte, Cindy Guerrero Toro, Martin Gjoreski, Marc Langheinrich
2022	J	`jnl`	BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization. Algorithms Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec
2022	A*	`conf`	BayCon: Model-agnostic Bayesian Counterfactual Generator. IJCAI Piotr Romashov, Martin Gjoreski, Kacper Sokol, Maria Vanina Martinez, Marc Langheinrich
2022	J	`jnl`	Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning. Sensors Simon Stankoski, Ivana Kiprijanovska, Ifigeneia Mavridou, Charles Nduka, Hristijan Gjoreski, Martin Gjoreski
2022	—	`conf`	Exploring LAUREATE - the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research. UbiComp/ISWC Adjunct Matías Laporte, Daniele Gasparini, Martin Gjoreski, Marc Langheinrich
2022	—	`conf`	Facial Expression Recognition using Facial Mask with EMG Sensors. VR4Health@MUM Ivana Kiprijanovska, Borjan Sazdov, Martin Majstoroski, Simon Stankoski, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
2022	J	`jnl`	Federated Learning for Privacy-Aware Human Mobility Modeling. Frontiers Artif. Intell. Castro Elizondo Jose Ezequiel, Martin Gjoreski, Marc Langheinrich
2022	B	`conf`	Handling Missing Data For Sleep Monitoring Systems. ACII Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
2022	—	`conf`	Introduction of the LAUREATE dataset: the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research. UbiComp/ISWC Adjunct Matías Laporte, Enqi Fu, Martin Gjoreski, Marc Langheinrich
2022	—	`conf`	Monitoring Valence with Facial EMG Sensors using Machine Learning. UbiComp/ISWC Adjunct Ivana Kiprijanovska, Bojan Jakimovski, Petar Krstevski, Simon Stankoski, Ifigeneia Mavridou, Charles Nduka, Hristijan Gjoreski, Martin Gjoreski
2022	—	`conf`	Multi-task Learning for Stress Recognition. UbiComp/ISWC Adjunct Alessandro Pogliaghi, Elena Di Lascio, Shkurta Gashi, Emanuela Piciucco, Silvia Santini, Martin Gjoreski
2022	—	`conf`	OCOsense Glasses for Facial Expressions Recognition and Contextual Affective Computing in Real World and Augmented Reality. UbiComp/ISWC Adjunct Ifigeneia Mavridou, James Archer, Andrew Cleal, Mohsen Fatoorechi, Simon Stankoski, Ivana Kiprijanovska, John Broulidakis, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
2022	J	`jnl`	Toward privacy-aware federated analytics of cohorts for smart mobility. Frontiers Comput. Sci. Martin Gjoreski, Matías Laporte, Marc Langheinrich
2022	J	`jnl`	What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek
2021	J	`jnl`	A Method for Combining Classical and Deep Machine Learning for Mobile Health and Behavior Monitoring. Informatica (Slovenia) Martin Gjoreski
2021	J	`jnl`	Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors. Informatica (Slovenia) Stefan Kalabakov, Martin Gjoreski, Hristijan Gjoreski, Matjaz Gams
2021	J	`jnl`	Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge. IEEE Access Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic
2021	—	`conf`	Detecting Verbal and Non-Verbal Gestures Using Earables. UbiComp/ISWC Adjunct Matías Laporte, Preety Baglat, Shkurta Gashi, Martin Gjoreski, Silvia Santini, Marc Langheinrich
2021	J	`jnl`	Learning comprehensible and accurate hybrid trees. Expert Syst. Appl. Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams
2021	—	`conf`	emteqPRO: Face-mounted Mask for Emotion Recognition and Affective Computing. UbiComp/ISWC Adjunct Hristijan Gjoreski, Ifigeneia I. Mavridou, Mohsen Fatoorechi, Ivana Kiprijanovska, Martin Gjoreski, Graeme Cox, Charles Nduka
2020	J	`jnl`	Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data. Sensors Maciej Dziezyc, Martin Gjoreski, Przemyslaw Kazienko, Stanislaw Saganowski, Matjaz Gams
2020	J	`jnl`	Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors. Inf. Fusion Martin Gjoreski, Vito Janko, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Mitja Lustrek, Matjaz Gams
2020	—	`conf`	Designing an Intelligent Cognitive Assistant as Persuasive Technology for Stress, Anxiety and Depression Relief. PERSUASIVE (Adjunct) Tine Kolenik, Martin Gjoreski, Matjaz Gams
2020	J	`jnl`	Detection of Artifacts in Ambulatory Electrodermal Activity Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini
2020	J	`jnl`	Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals. IEEE Access Martin Gjoreski, Matjaz Gams, Mitja Lustrek, Pelin Genc, Jens-Uwe Garbas, Teena Hassan
2020	J	`jnl`	Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds. IEEE Access Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
2020	—	`conf`	PerMEASS - Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration. AAI4H@ECAI Tine Kolenik, Martin Gjoreski, Matjaz Gams
2020	—	`conf`	Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning. UbiComp/ISWC Adjunct Stefan Kalabakov, Simon Stankoski, Nina Resçiç, Ivana Kiprijanovska, Andrejaana Andova, Clément Picard, Vito Janko, Martin Gjoreski, Mitja Lustrek
2020	J	`jnl`	Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems. IEEE Pervasive Comput. Veljko Pejovic, Martin Gjoreski, Christoph Anderson, Klaus David, Mitja Lustrek
2020	—	`conf`	UbiTtention 2020: 5th International Workshop on Smart & Ambient Notification and Attention Management. UbiComp/ISWC Adjunct Niels van Berkel, Anja Exler, Martin Gjoreski, Tine Kolenik, Tadashi Okoshi, Veljko Pejovic, Aku Visuri, Alexandra Voit
2019	—	`conf`	Cross-dataset deep transfer learning for activity recognition. UbiComp/ISWC Adjunct Martin Gjoreski, Stefan Kalabakov, Mitja Lustrek, Hristijan Gjoreski
2019	—	`conf`	Cross-location transfer learning for the sussex-huawei locomotion recognition challenge. UbiComp/ISWC Adjunct Vito Janko, Martin Gjoreski, Carlo Maria De Masi, Nina Resçiç, Mitja Lustrek, Matjaz Gams
2019	—	`conf`	Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning. IEEE BigData Martin Gjoreski, Stefan Kochev, Nina Resçiç, Matej Gregoric, Tome Eftimov, Barbara Korousic-Seljak
2019	B	`conf`	Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds. Intelligent Environments (Workshops) Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
2019	—	`ch.`	Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge. Human Activity Sensing Vito Janko, Martin Gjoreski, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Matjaz Gams, Mitja Lustrek
2018	—	`conf`	A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct Vito Janko, Nina Resçiç, Miha Mlakar, Vid Drobnic, Matjaz Gams, Gasper Slapnicar, Martin Gjoreski, Jani Bizjak, Matej Marinko, Mitja Lustrek
2018	J	`jnl`	An Inter-domain Study for Arousal Recognition from Physiological Signals. Informatica (Slovenia) Martin Gjoreski, Blagoj Mitrevski, Mitja Lustrek, Matjaz Gams
2018	—	`conf`	Analysing Physiology of Interpersonal Conflicts Using a Wrist Device. AmI Junos Lukan, Martin Gjoreski, Heidi Mauersberger, Annekatrin Hoppe, Ursula Hess, Mitja Lustrek
2018	—	`conf`	Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct Martin Gjoreski, Vito Janko, Nina Resçiç, Miha Mlakar, Mitja Lustrek, Jani Bizjak, Gasper Slapnicar, Matej Marinko, Vid Drobnic, Matjaz Gams
2018	—	`conf`	Deep Ensembles for Inter-Domain Arousal Recognition. AffComp@IJCAI Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2018	—	`conf`	ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. HEALTHINF Monika Simjanoska, Martin Gjoreski, Ana Madevska Bogdanova, Bojana Koteska, Matjaz Gams, Jurij F. Tasic
2018	—	`conf`	Framework for Human Activity Recognition on Smartphones and Smartwatches. ICT Innovations Blagoj Mitrevski, Viktor Petreski, Martin Gjoreski, Biljana Risteska Stojkoska
2018	—	`conf`	Multi-Task Ensemble Learning for Affect Recognition. UbiComp/ISWC Adjunct Martin Gjoreski, Mitja Lustrek, Matjaz Gams
2018	—	`conf`	My Watch Says I'm Busy: Inferring Cognitive Load with Low-Cost Wearables. UbiComp/ISWC Adjunct Martin Gjoreski, Mitja Lustrek, Veljko Pejovic
2018	J	`jnl`	Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. Sensors Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
2018	—	`conf`	Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. ICT Innovations Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
2017	B	`conf`	Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers. Intelligent Environments Martin Gjoreski, Monika Simjanoska, Anton Gradisek, Ana Peterlin, Matjaz Gams, Gregor Poglajen
2017	—	`conf`	Deep affect recognition from R-R intervals. UbiComp/ISWC Adjunct Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2017	—	`conf`	JSI Sound - a Machine-Learning Tool in Orange for Simple Biosound Classification. BAI@IJCAI Borut Budna, Martin Gjoreski, Anton Gradisek, Matjaz Gams
2017	B	`conf`	Management of Physical, Mental and Environmental Stress at the Workplace. Intelligent Environments Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Martin Freser, Maciej Bogdanski, Katarzyna Jackowska, Michal Kosiedowski, Aleksander Stroinski, Mitja Lustrek
2017	—	`conf`	Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone. ECML/PKDD (3) Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Mitja Lustrek
2017	J	`jnl`	Monitoring stress with a wrist device using context. J. Biomed. Informatics Martin Gjoreski, Mitja Lustrek, Matjaz Gams, Hristijan Gjoreski
2017	—	`conf`	Real-time physical activity and mental stress management with a wristband and a smartphone. UbiComp/ISWC Adjunct Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Michal Kosiedowski, Maciej Bogdanski, Aleksander Stroinski, Mitja Lustrek
2016	A	`conf`	Continuous Live Stress Monitoring with a Wristband. ECAI Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2016	—	`conf`	Continuous stress detection using a wrist device: in laboratory and real life. UbiComp Adjunct Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2016	J	`jnl`	How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls? Sensors Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2015	B	`conf`	Automatic Detection of Perceived Stress in Campus Students Using Smartphones. Intelligent Environments Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2014	J	`jnl`	Machine Learning Approach for Emotion Recognition in Speech. Informatica (Slovenia) Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov