Anton Kos

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 53

Top Topics

Wearable Devices

Wireless Communication

Top Venues

Pers. Ubiquitous Comput.

Publications

Libin Jiao, Wenchao Gao, Rongfang Bie, Anton Umek, Anton Kos
Golf Guided Grad-CAM: attention visualization within golf swings via guided gradient-based class activation mapping. Multim. Tools Appl. 83 (13) (2024)
Matevz Hribernik, Anton Kos
Exploring the applicability of haptic actuators in aquatic environments. Internet Things 24 (2023)
Anton Kos, Saso Tomazic, Anton Umek
Affordable Wearable Devices with Low-Latency Wireless Communication. AFRICON (2023)
Matevz Hribernik, Saso Tomazic, Anton Umek, Anton Kos
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database. J. Big Data 10 (1) (2023)
Yao Guo, Junyang Song, Yu Guo, Rongfang Bie, Libin Jiao, Anton Umek, Anton Kos
RtSNN: Building a Real-time Siamese Neural Networks Model for Few-shot Action Recognition. BigCom (2022)
Anton Umek, Anton Kos
Validation of UWB positioning systems for player tracking in tennis. Pers. Ubiquitous Comput. 26 (4) (2022)
Matevz Hribernik, Anton Umek, Saso Tomazic, Anton Kos
Review of Real-Time Biomechanical Feedback Systems in Sport and Rehabilitation. Sensors 22 (8) (2022)
Matevz Pustisek, Min Chen, Andrej Kos, Anton Kos
Decentralized Machine Autonomy for Manufacturing Servitization. Sensors 22 (1) (2022)
Matevz Pustisek, Yu Wei, Yunchuan Sun, Anton Umek, Anton Kos
The role of technology for accelerated motor learning in sport. Pers. Ubiquitous Comput. 25 (6) (2021)
Anton Kos, Yunchuan Sun, Rongfang Bie
Information, communication and computing technologies as enablers of advancements in modern information society. Pers. Ubiquitous Comput. 25 (6) (2021)
Stefan Markovic, Anton Kos, Vesna Vukovic, Milivoj Dopsaj, Nenad Koropanovski, Anton Umek
Use of IMU in Differential Analysis of the Reverse Punch Temporal Structure in Relation to the Achieved Maximal Hand Velocity. Sensors 21 (12) (2021)
Junqi Guo, Lan Yang, Anton Umek, Rongfang Bie, Saso Tomazic, Anton Kos
A Random Forest-Based Accuracy Prediction Model for Augmented Biofeedback in a Precision Shooting Training System. Sensors 20 (16) (2020)
Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Kos, Anton Umek
Correctness of the Chord protocol. Comput. Sci. Inf. Syst. 17 (1) (2020)
Junqi Guo, Lan Yang, Rongfang Bie, Jiguo Yu, Yuan Gao, Yan Shen, Anton Kos
An XGBoost-based physical fitness evaluation model using advanced feature selection and Bayesian hyper-parameter optimization for wearable running monitoring. Comput. Networks 151 (2019)
Anton Kos, Veljko Milutinovic, Anton Umek
Challenges in wireless communication for connected sensors and wearable devices used in sport biofeedback applications. Future Gener. Comput. Syst. 92 (2019)
Anton Kos, Anton Umek
Wearable Sensor Devices for Prevention and Rehabilitation in Healthcare: Swimming Exercise With Real-Time Therapist Feedback. IEEE Internet Things J. 6 (2) (2019)
Anton Kos
Biofeedback in Sport and Rehabilitation. MECO (2019)
Shuaijing Xu, Guangzhi Zhang, Rongfang Bie, Anton Kos
CXNet-m2: A Deep Model with Visual and Clinical Contexts for Image-Based Detection of Multiple Lesions. WASA (2019)
Libin Jiao, Rongfang Bie, Hao Wu, Yu Wei, Jixin Ma, Anton Umek, Anton Kos
Golf swing classification with multiple deep convolutional neural networks. Int. J. Distributed Sens. Networks 14 (10) (2018)
Libin Jiao, Hao Wu, Rongfang Bie, Anton Umek, Anton Kos
Towards Real-Time Multi-Sensor Golf Swing Classification Using Deep CNNs. J. Database Manag. 29 (3) (2018)
Anton Umek, Saso Tomazic, Anton Kos
Application for Impact Position Evaluation in Tennis Using UWB Localization. IIKI (2018)
Yu Wei, Libin Jiao, Jie Sha, Jixin Ma, Anton Umek, Anton Kos
Sensor selection scheme in activity recognition based on hierarchical feature reduction. Int. J. Distributed Sens. Networks 14 (8) (2018)
Chao Zhang, Hao Wu, Rongfang Bie, Rashid Mehmood, Anton Kos
Dynamic Modeling of Failure Events in Preventative Pipe Maintenance. IEEE Access 6 (2018)
Andrej Stern, Anton Kos
Positioning Performance Assessment of Geodetic, Automotive, and Smartphone GNSS Receivers in Standardized Road Scenarios. IEEE Access 6 (2018)
Anton Kos, Anton Umek, Stefan Markovic, Milivoj Dopsaj
Sensor System for Precision Shooting Evaluation and Real-time Biofeedback. IIKI (2018)
Zhichao Zhang, Yuan Zhang, Lina Yao, Houbing Song, Anton Kos
A sensor-based wrist pulse signal processing and lung cancer recognition. J. Biomed. Informatics 79 (2018)
Zhipeng Cai, Rong N. Chang, Stefan Forsström, Anton Kos, Chaokun Wang
Privacy in the Internet of Things. Wirel. Commun. Mob. Comput. 2018 (2018)
Anton Kos, Anton Umek
Smart sport equipment: SmartSki prototype for biofeedback applications in skiing. Pers. Ubiquitous Comput. 22 (3) (2018)
Anton Kos, Yu Wei, Saso Tomazic, Anton Umek
The role of science and technology in sport. IIKI (2017)
Matej Kren, Andrej Kos, Yuan Zhang, Anton Kos, Urban Sedlar
Public Interest Analysis Based on Implicit Feedback of IPTV Users. IEEE Trans. Ind. Informatics 13 (4) (2017)
Anton Umek, Yuan Zhang, Saso Tomazic, Anton Kos
Suitability of Strain Gage Sensors for Integration into Smart Sport Equipment: A Golf Club Example. Sensors 17 (4) (2017)
Bojan Marinkovic, Zoran Ognjanovic, Paola Glavan, Anton Kos, Anton Umek
Correctness of the Chord Protocol. CoRR (2017)
Libin Jiao, Hao Wu, Rongfang Bie, Anton Umek, Anton Kos
Multi-sensor Golf Swing Classification Using Deep CNN. IIKI (2017)
Anton Umek, Anton Kos
Wearable sensors and smart equipment for feedback in watersports. IIKI (2017)
Yu Wei, Libin Jiao, Rashid Mehmood, Hua Liu, Anton Umek, Anton Kos
Hierarchical Feature Reduction with Max Relevance and Low Dimensional Embedding Strategy and Its Application in Activity Recognition with Multi-sensors. IIKI (2017)
Zhichao Zhang, Yuan Zhang, Anton Kos, Anton Umek
Strain Gage Sensor Based Golfer Identification Using Machine Learning Algorithms. IIKI (2017)
Yuan Zhang, Lin Zhang, Eiji Oki, Nitesh V. Chawla, Anton Kos
Ieee Access Special Section Editorial: Big Data Analytics for Smart and Connected Health. IEEE Access 4 (2016)
Matej Kren, Urban Sedlar, Janez Bester, Anton Kos
Determination of user opinion based on IPTV data. ICTON (2016)
Anton Kos, Saso Tomazic, Anton Umek
Evaluation of Smartphone Inertial Sensor Performance for Cross-Platform Mobile Applications. Sensors 16 (4) (2016)
Anton Umek, Anton Kos
Validation of smartphone gyroscopes for mobile biofeedback applications. Pers. Ubiquitous Comput. 20 (5) (2016)
Anton Kos, Saso Tomazic, Anton Umek
Suitability of Smartphone Inertial Sensors for Real-Time Biofeedback Applications. Sensors 16 (3) (2016)
Anton Umek, Anton Kos, Saso Tomazic
SmartSKI: Application of Sensors Integrated into Sport Equipment. IIKI (2016)
Nenad Filipovic, Zarko Milosevic, Igor Saveljic, Dalibor Nikolic, Nebojsa Zdravkovic, Anton Kos
Biomechanical Model for Detection of Vertigo Disease. IIKI (2016)
Zhichao Zhang, Yuan Zhang, Wei Jin, Anton Kos
KPD Based Signal Preprocessing Algorithm for Pulse Diagnosis. IIKI (2016)
Anton Kos, Anton Umek, Saso Tomazic
Identification and Selection of Sensors Suitable for Integration into Sport Equipment: Smart Golf Club. IIKI (2016)
Sarah Ali Siddiqui, Yuan Zhang, Zhiquan Feng, Anton Kos
A Pulse Rate Estimation Algorithm Using PPG and Smartphone Camera. J. Medical Syst. 40 (5) (2016)
Nemanja Trifunovic, Veljko Milutinovic, Jakob Salom, Anton Kos
Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow. J. Big Data 2 (2015)
Anton Kos, Saso Tomazic, Jakob Salom, Nemanja Trifunovic, Mateo Valero, Veljko Milutinovic
New Benchmarking Methodology and Programming Model for Big Data Processing. Int. J. Distributed Sens. Networks 11 (2015)
Anton Umek, Saso Tomazic, Anton Kos
Wearable training system with real-time biofeedback and gesture user interface. Pers. Ubiquitous Comput. 19 (7) (2015)
Anton Kos, Anton Umek, Saso Tomazic
Biofeedback in sport: Challenges in real-time motion tracking and processing. BIBE (2015)
Anton Umek, Anton Kos, Saso Tomazic
Validation of Smartphone Gyroscopes for Angular Tracking in Biofeedback Applications. IIKI (2015)
Anton Kos, Vukasin Rankovic, Saso Tomazic
Sorting Networks on Maxeler Dataflow Supercomputing Systems. Adv. Comput. 96 (2015)
Anton Kos, Anton Umek, Saso Tomazic
Comparison of Smartphone Sensors Performance Using Participatory Sensing and Cloud Application. IIKI (2015)
Anton Umek, Saso Tomazic, Anton Kos
Autonomous Wearable Personal Training System with Real-Time Biofeedback and Gesture User Interface. IIKI (2014)
Anton Kos, Sao Tomac Jakob, Nemanja Trifunovic, Mateo Valero, Veljko Milutinovic
Big Data Processing: Data Flow vs Control Flow (New Benchmarking Methodology). IIKI (2014)
Marija Jovic, Dusan Milutinovic, Anton Kos, Saso Tomazic
Product Presentation Strategy for Online Customers. J. Univers. Comput. Sci. 18 (10) (2012)
Saso Tomazic, Vesna Pavlovic, Jasna Milovanovic, Jaka Sodnik, Anton Kos, Sara Stancin, Veljko M. Milutinovic
Fast file existence checking in archiving systems. ACM Trans. Storage 7 (1) (2011)