Martin Gjoreski

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 73

Top Topics

Activity Recognition

Affective Computing

Top Venues

UbiComp/ISWC Adjunct

Informatica (Slovenia)

Publications

Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga, Alberto Termine, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
Causal Concept Embedding Models: Beyond Causal Opacity in Deep Learning. CoRR (2024)
Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning. CoRR (2024)
Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Martin Gjoreski, Silvia Santini
Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability. CoRR (2024)
Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich
Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors. IE (2024)
Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Marc Langheinrich
AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model. CoRR (2024)
Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich
Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models. CoRR (2024)
Riccardo Corrias, Martin Gjoreski, Marc Langheinrich
Exploring Transformer and Graph Convolutional Networks for Human Mobility Modeling. Sensors 23 (10) (2023)
Dario Fenoglio, Daniel Josifovski, Alessandro Gobbetti, Mattias Formo, Hristijan Gjoreski, Martin Gjoreski, Marc Langheinrich
Federated Learning for Privacy-aware Cognitive Workload Estimation. MUM (2023)
Ivan Fontana, Marc Langheinrich, Martin Gjoreski
GANs for Privacy-Aware Mobility Modeling. IEEE Access 11 (2023)
Hristijan Gjoreski, Ifigeneia Mavridou, James Archer, Andrew Cleal, Simon Stankoski, Ivana Kiprijanovska, Mohsen Fatoorechi, Piotr Walas, John Broulidakis, Martin Gjoreski, Charles Nduka
OCOsense Glasses - Monitoring Facial Gestures and Expressions for Augmented Human-Computer Interaction: OCOsense Glasses for Monitoring Facial Gestures and Expressions. CHI Extended Abstracts (2023)
Matías Laporte, Martin Gjoreski, Marc Langheinrich
LAUREATE: A Dataset for Supporting Research in Affective Computing and Human Memory Augmentation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Borjan Sazdov, Bojan Jakimovski, Simon Stankoski, Ivana Kiprijanovska, Bojan Sofronievski, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
Privacy-aware Human Activity Recognition with Smart Glasses for Digital Therapeutics. UbiComp/ISWC Adjunct (2023)
Lidia Alecci, Leonardo Alchieri, Nouran Abdalazim, Pietro Barbiero, Silvia Santini, Martin Gjoreski
Enhancing XGBoost with Heuristic Smoothing for Transportation Mode and Activity Recognition. UbiComp/ISWC Adjunct (2023)
Dario Fenoglio, Martin Gjoreski, Marc Langheinrich
A Federated Unsupervised Personalisation for Cognitive Workload Estimation. MUM (2023)
Simon Stankoski, Borjan Sazdov, John Broulidakis, Ivana Kiprijanovska, Bojan Sofronievski, Sophia Cox, Martin Gjoreski, James Archer, Charles Nduka, Hristijan Gjoreski
Recognizing Activities of Daily Living using Multi-sensor Smart Glasses. MIPRO (2023)
Ivana Kiprijanovska, Filip Panchevski, Simon Stankoski, Martin Gjoreski, James Archer, John Broulidakis, Ifigeneia Mavridou, Bradley Hayes, Tiago Guerreiro, Charles Nduka, Hristijan Gjoreski
Smart Glasses for Gait Analysis of Parkinson's Disease Patients. MIPRO (2023)
Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
Handling Missing Data For Sleep Monitoring Systems. ACII (2022)
Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek
What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors 22 (10) (2022)
Ivana Kiprijanovska, Borjan Sazdov, Martin Majstoroski, Simon Stankoski, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
Facial Expression Recognition using Facial Mask with EMG Sensors. VR4Health@MUM (2022)
Enqi Fu, Matías Laporte, Cindy Guerrero Toro, Martin Gjoreski, Marc Langheinrich
Affect and Learning in the LAUREATE Dataset. UbiComp/ISWC Adjunct (2022)
Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec
BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization. Algorithms 15 (6) (2022)
Ifigeneia Mavridou, James Archer, Andrew Cleal, Mohsen Fatoorechi, Simon Stankoski, Ivana Kiprijanovska, John Broulidakis, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski
OCOsense Glasses for Facial Expressions Recognition and Contextual Affective Computing in Real World and Augmented Reality. UbiComp/ISWC Adjunct (2022)
Simon Stankoski, Ivana Kiprijanovska, Ifigeneia Mavridou, Charles Nduka, Hristijan Gjoreski, Martin Gjoreski
Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning. Sensors 22 (6) (2022)
Castro Elizondo Jose Ezequiel, Martin Gjoreski, Marc Langheinrich
Federated Learning for Privacy-Aware Human Mobility Modeling. Frontiers Artif. Intell. 5 (2022)
Matías Laporte, Daniele Gasparini, Martin Gjoreski, Marc Langheinrich
Exploring LAUREATE - the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research. UbiComp/ISWC Adjunct (2022)
Ivana Kiprijanovska, Bojan Jakimovski, Petar Krstevski, Simon Stankoski, Ifigeneia Mavridou, Charles Nduka, Hristijan Gjoreski, Martin Gjoreski
Monitoring Valence with Facial EMG Sensors using Machine Learning. UbiComp/ISWC Adjunct (2022)
Martin Gjoreski, Matías Laporte, Marc Langheinrich
Toward privacy-aware federated analytics of cohorts for smart mobility. Frontiers Comput. Sci. 4 (2022)
Matías Laporte, Enqi Fu, Martin Gjoreski, Marc Langheinrich
Introduction of the LAUREATE dataset: the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research. UbiComp/ISWC Adjunct (2022)
Alessandro Pogliaghi, Elena Di Lascio, Shkurta Gashi, Emanuela Piciucco, Silvia Santini, Martin Gjoreski
Multi-task Learning for Stress Recognition. UbiComp/ISWC Adjunct (2022)
Piotr Romashov, Martin Gjoreski, Kacper Sokol, Maria Vanina Martinez, Marc Langheinrich
BayCon: Model-agnostic Bayesian Counterfactual Generator. IJCAI (2022)
Matías Laporte, Preety Baglat, Shkurta Gashi, Martin Gjoreski, Silvia Santini, Marc Langheinrich
Detecting Verbal and Non-Verbal Gestures Using Earables. UbiComp/ISWC Adjunct (2021)
Martin Gjoreski
A Method for Combining Classical and Deep Machine Learning for Mobile Health and Behavior Monitoring. Informatica (Slovenia) 45 (1) (2021)
Hristijan Gjoreski, Ifigeneia I. Mavridou, Mohsen Fatoorechi, Ivana Kiprijanovska, Martin Gjoreski, Graeme Cox, Charles Nduka
emteqPRO: Face-mounted Mask for Emotion Recognition and Affective Computing. UbiComp/ISWC Adjunct (2021)
Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams
Learning comprehensible and accurate hybrid trees. Expert Syst. Appl. 164 (2021)
Stefan Kalabakov, Martin Gjoreski, Hristijan Gjoreski, Matjaz Gams
Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors. Informatica (Slovenia) 45 (2) (2021)
Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic
Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge. IEEE Access 9 (2021)
Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds. IEEE Access 8 (2020)
Tine Kolenik, Martin Gjoreski, Matjaz Gams
Designing an Intelligent Cognitive Assistant as Persuasive Technology for Stress, Anxiety and Depression Relief. PERSUASIVE (Adjunct) (2020)
Martin Gjoreski, Matjaz Gams, Mitja Lustrek, Pelin Genc, Jens-Uwe Garbas, Teena Hassan
Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals. IEEE Access 8 (2020)
Stefan Kalabakov, Simon Stankoski, Nina Resçiç, Ivana Kiprijanovska, Andrejaana Andova, Clément Picard, Vito Janko, Martin Gjoreski, Mitja Lustrek
Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning. UbiComp/ISWC Adjunct (2020)
Niels van Berkel, Anja Exler, Martin Gjoreski, Tine Kolenik, Tadashi Okoshi, Veljko Pejovic, Aku Visuri, Alexandra Voit
UbiTtention 2020: 5th International Workshop on Smart & Ambient Notification and Attention Management. UbiComp/ISWC Adjunct (2020)
Maciej Dziezyc, Martin Gjoreski, Przemyslaw Kazienko, Stanislaw Saganowski, Matjaz Gams
Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data. Sensors 20 (22) (2020)
Martin Gjoreski, Vito Janko, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Mitja Lustrek, Matjaz Gams
Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors. Inf. Fusion 62 (2020)
Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini
Detection of Artifacts in Ambulatory Electrodermal Activity Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Veljko Pejovic, Martin Gjoreski, Christoph Anderson, Klaus David, Mitja Lustrek
Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems. IEEE Pervasive Comput. 19 (2) (2020)
Tine Kolenik, Martin Gjoreski, Matjaz Gams
PerMEASS - Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration. AAI4H@ECAI (2020)
Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds. Intelligent Environments (Workshops) (2019)
Vito Janko, Martin Gjoreski, Carlo Maria De Masi, Nina Resçiç, Mitja Lustrek, Matjaz Gams
Cross-location transfer learning for the sussex-huawei locomotion recognition challenge. UbiComp/ISWC Adjunct (2019)
Martin Gjoreski, Stefan Kochev, Nina Resçiç, Matej Gregoric, Tome Eftimov, Barbara Korousic-Seljak
Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning. IEEE BigData (2019)
Martin Gjoreski, Stefan Kalabakov, Mitja Lustrek, Hristijan Gjoreski
Cross-dataset deep transfer learning for activity recognition. UbiComp/ISWC Adjunct (2019)
Martin Gjoreski, Vito Janko, Nina Resçiç, Miha Mlakar, Mitja Lustrek, Jani Bizjak, Gasper Slapnicar, Matej Marinko, Vid Drobnic, Matjaz Gams
Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct (2018)
Junos Lukan, Martin Gjoreski, Heidi Mauersberger, Annekatrin Hoppe, Ursula Hess, Mitja Lustrek
Analysing Physiology of Interpersonal Conflicts Using a Wrist Device. AmI (2018)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Deep Ensembles for Inter-Domain Arousal Recognition. AffComp@IJCAI (2018)
Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. Sensors 18 (4) (2018)
Martin Gjoreski, Mitja Lustrek, Matjaz Gams
Multi-Task Ensemble Learning for Affect Recognition. UbiComp/ISWC Adjunct (2018)
Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. ICT Innovations (2018)
Martin Gjoreski, Blagoj Mitrevski, Mitja Lustrek, Matjaz Gams
An Inter-domain Study for Arousal Recognition from Physiological Signals. Informatica (Slovenia) 42 (1) (2018)
Blagoj Mitrevski, Viktor Petreski, Martin Gjoreski, Biljana Risteska Stojkoska
Framework for Human Activity Recognition on Smartphones and Smartwatches. ICT Innovations (2018)
Vito Janko, Nina Resçiç, Miha Mlakar, Vid Drobnic, Matjaz Gams, Gasper Slapnicar, Martin Gjoreski, Jani Bizjak, Matej Marinko, Mitja Lustrek
A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct (2018)
Monika Simjanoska, Martin Gjoreski, Ana Madevska Bogdanova, Bojana Koteska, Matjaz Gams, Jurij F. Tasic
ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. HEALTHINF (2018)
Martin Gjoreski, Mitja Lustrek, Veljko Pejovic
My Watch Says I'm Busy: Inferring Cognitive Load with Low-Cost Wearables. UbiComp/ISWC Adjunct (2018)
Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Martin Freser, Maciej Bogdanski, Katarzyna Jackowska, Michal Kosiedowski, Aleksander Stroinski, Mitja Lustrek
Management of Physical, Mental and Environmental Stress at the Workplace. Intelligent Environments (2017)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Deep affect recognition from R-R intervals. UbiComp/ISWC Adjunct (2017)
Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Michal Kosiedowski, Maciej Bogdanski, Aleksander Stroinski, Mitja Lustrek
Real-time physical activity and mental stress management with a wristband and a smartphone. UbiComp/ISWC Adjunct (2017)
Martin Gjoreski, Monika Simjanoska, Anton Gradisek, Ana Peterlin, Matjaz Gams, Gregor Poglajen
Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers. Intelligent Environments (2017)
Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Mitja Lustrek
Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone. ECML/PKDD (3) (2017)
Martin Gjoreski, Mitja Lustrek, Matjaz Gams, Hristijan Gjoreski
Monitoring stress with a wrist device using context. J. Biomed. Informatics 73 (2017)
Borut Budna, Martin Gjoreski, Anton Gradisek, Matjaz Gams
JSI Sound - a Machine-Learning Tool in Orange for Simple Biosound Classification. BAI@IJCAI (2017)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls? Sensors 16 (6) (2016)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Continuous Live Stress Monitoring with a Wristband. ECAI (2016)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Continuous stress detection using a wrist device: in laboratory and real life. UbiComp Adjunct (2016)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Automatic Detection of Perceived Stress in Campus Students Using Smartphones. Intelligent Environments (2015)
Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov
Machine Learning Approach for Emotion Recognition in Speech. Informatica (Slovenia) 38 (4) (2014)