Martin Gjoreski - Publications, H-index & Citations

Martin Gjoreski

Università della Svizzera italiana

20H指数

109论文数

2.1K被引数

收录论文 26

发表时间

Evaluating Feature-Based Machine-Learning Models with Post Hoc Explainability for Eye-Tracking-Based Task Type and Workload Inference 基于眼动追踪的任务类型和工作负荷推断中，运用事后可解释性评估基于特征的学习模型

IF5

2026-08-27

OAAI

Tomi Božak; Shivalika Goyal; Marc Langheinrich; Martin Gjoreski; Gašper Slapničar

LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-being, and Habits LIFETRACE: 关于日常身体活动、幸福感和习惯的纵向多模式数据集

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2025-12-01

PREAI

De Bona, Francesco Bombassei; Campanu, Ioana Andreea; Langheinrich, Marc; Gjoreski, Martin; Juravle, Georgiana

Multi-modal physiological markers of arousal induced by CO 2 inhalation in Virtual Reality 虚拟现实环境中CO 2 吸入诱导唤醒的多模态生理标记

Information Fusion

IF15.5

2025-09-02

PREAI

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

A Review of Methods for Unobtrusive Measurement of Work-Related Well-Being 工作相关主观幸福感非介入式测量方法综述

machine learning and knowledge extraction

IF0

2025-07-26

OAAI

Zoja Anžur; Klara Žinkovič; Junoš Lukan; Pietro Barbiero; Gašper Slapničar; Mohan Li; Martin Gjoreski; Maike E. Debus; Sebastijan Trojer; Mitja Luštrek; Marc Langheinrich

Deep Learning for Facial Expression and Human Activity Recognition Using Smart Glasses 使用智能眼镜进行面部表情和人类活动识别的深度学习

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Marinova, Matea; Chona, Emilija; Kotevski, Andrej; Sazdov, Borjan; Kiprijanovska, Ivana; Stankoski, Simon; Gjoreski, Martin; Nduka, Charles; Gjoreski, Hristijan

Controlled and Real-Life Investigation of Optical Tracking Sensors in Smart Glasses for Monitoring Eating Behavior Using Deep Learning: Cross-Sectional Study

JMIR MHEALTH AND UHEALTH

IF6.2

2024-09-26

OAAI

Stankoski, Simon; Kiprijanovska, Ivana; Gjoreski, Martin; Panchevski, Filip; Sazdov, Borjan; Sofronievski, Bojan; Cleal, Andrew; Fatoorechi, Mohsen; Nduka, Charles; Gjoreski, Hristijan

Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2024-03-06

OAAI

Alchieri, Leonardo; Abdalazim, Nouran; Alecci, Lidia; Gashi, Shkurta; Gjoreski, Martin; Santini, Silvia

LAUREATE: A Dataset for Supporting Research in Affective Computing and Human Memory Augmentation

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2023-09-27

PREAI

Laporte, Matias; Gjoreski, Martin; Langheinrich, Marc

Towards smart glasses for facial expression recognition using OMG and machine learning

SCIENTIFIC REPORTS

IF3.9

2023-09-25

OAAI

Kiprijanovska, Ivana; Stankoski, Simon; Broulidakis, M. John; Archer, James; Fatoorechi, Mohsen; Gjoreski, Martin; Nduka, Charles; Gjoreski, Hristijan

Optomyography-based sensing of facial expression derived arousal and valence in adults with depression 基于视光检查的成人抑郁症患者面部表情衍生的唤醒和效价的感知

FRONTIERS IN PSYCHIATRY

IF3.2

2023-08-08

OAAI

Broulidakis, M. John; Kiprijanovska, Ivana; Severs, Liberty; Stankoski, Simon; Gjoreski, Martin; Mavridou, Ifigeneia; Gjoreski, Hristijan; Cox, Sophia; Bradwell, Daisy; Stone, James M. M.; Nduka, Charles

Exploring Transformer and Graph Convolutional Networks for Human Mobility Modeling

SENSORS

IF3.5

2023-05-16

OAAI

Corrias, Riccardo; Gjoreski, Martin; Langheinrich, Marc

GANs for Privacy-Aware Mobility Modeling 用于隐私感知移动性建模的gan

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Fontana, Ivan; Langheinrich, Marc; Gjoreski, Martin

Facial EMG sensing for monitoring affect using a wearable device

SCIENTIFIC REPORTS

IF3.9

2022-10-07

OAAI

Gjoreski, Martin; Kiprijanovska, Ivana; Stankoski, Simon; Mavridou, Ifigeneia; Broulidakis, M. John; Gjoreski, Hristijan; Nduka, Charles

Federated Learning for Privacy-Aware Human Mobility Modeling

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2022-06-28

OAAI

Ezequiel, Castro Elizondo Jose; Gjoreski, Martin; Langheinrich, Marc

What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges

SENSORS

IF3.5

2022-05-10

OAAI

Kalabakov, Stefan; Stankoski, Simon; Kiprijanovska, Ivana; Andova, Andrejaana; Rescic, Nina; Janko, Vito; Gjoreski, Martin; Gams, Matjaz; Lustrek, Mitja

Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition fromWearable Sensors

international journal of reconfigurable computing

IF0

2021-07-19

OAAI

Kalabakov, Stefan; Gjoreski, Martin; Gjoreski, Hristijan; Gams, Matjaz

A Method for Combining Classical and Deep Machine Learning for Mobile Health and Behavior Monitoring

international journal of reconfigurable computing

IF0

2021-03-15

OAAI

Gjoreski, Martin

Learning comprehensible and accurate hybrid trees

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-02-01

PREAI

Piltaver, Rok; Lustrek, Mitja; Dzeroski, Saso; Gjoreski, Martin; Gams, Matjaz

Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Gjoreski, Martin; Mahesh, Bhargavi; Kolenik, Tine; Uwe-Garbas, Jens; Seuss, Dominik; Gjoreski, Hristijan; Lustrek, Mitja; Gams, Matjaz; Pejovic, Veljko

Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data

SENSORS

IF3.5

2020-11-16

OAAI

Dziezyc, Maciej; Gjoreski, Martin; Kazienko, Przemyslaw; Saganowski, Stanislaw; Gams, Matjaz

研究方向