Anton Kos

Orcid: 0000-0001-6234-8561

Affiliations:
  • University of Ljubljana, Slovenia


According to our database1, Anton Kos authored at least 57 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Golf Guided Grad-CAM: attention visualization within golf swings via guided gradient-based class activation mapping.
Multim. Tools Appl., April, 2024

2023
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database.
J. Big Data, December, 2023

Exploring the applicability of haptic actuators in aquatic environments.
Internet Things, December, 2023

Affordable Wearable Devices with Low-Latency Wireless Communication.
Proceedings of the IEEE AFRICON 2023, Nairobi, Kenya, September 20-22, 2023, 2023

2022
Decentralized Machine Autonomy for Manufacturing Servitization.
Sensors, 2022

Review of Real-Time Biomechanical Feedback Systems in Sport and Rehabilitation.
Sensors, 2022

Validation of UWB positioning systems for player tracking in tennis.
Pers. Ubiquitous Comput., 2022

RtSNN: Building a Real-time Siamese Neural Networks Model for Few-shot Action Recognition.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021
Use of IMU in Differential Analysis of the Reverse Punch Temporal Structure in Relation to the Achieved Maximal Hand Velocity.
Sensors, 2021

The role of technology for accelerated motor learning in sport.
Pers. Ubiquitous Comput., 2021

Information, communication and computing technologies as enablers of advancements in modern information society.
Pers. Ubiquitous Comput., 2021

2020
A Random Forest-Based Accuracy Prediction Model for Augmented Biofeedback in a Precision Shooting Training System.
Sensors, 2020

Correctness of the Chord protocol.
Comput. Sci. Inf. Syst., 2020

2019
Wearable Sensor Devices for Prevention and Rehabilitation in Healthcare: Swimming Exercise With Real-Time Therapist Feedback.
IEEE Internet Things J., 2019

Challenges in wireless communication for connected sensors and wearable devices used in sport biofeedback applications.
Future Gener. Comput. Syst., 2019

An XGBoost-based physical fitness evaluation model using advanced feature selection and Bayesian hyper-parameter optimization for wearable running monitoring.
Comput. Networks, 2019

CXNet-m2: A Deep Model with Visual and Clinical Contexts for Image-Based Detection of Multiple Lesions.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2019

Biofeedback in Sport and Rehabilitation.
Proceedings of the 8th Mediterranean Conference on Embedded Computing, 2019

2018
Biomechanical Biofeedback Systems and Applications
Human-Computer Interaction Series, Springer, ISBN: 978-3-319-91348-3, 2018

Privacy in the Internet of Things.
Wirel. Commun. Mob. Comput., 2018

Smart sport equipment: SmartSki prototype for biofeedback applications in skiing.
Pers. Ubiquitous Comput., 2018

Towards Real-Time Multi-Sensor Golf Swing Classification Using Deep CNNs.
J. Database Manag., 2018

A sensor-based wrist pulse signal processing and lung cancer recognition.
J. Biomed. Informatics, 2018

Sensor selection scheme in activity recognition based on hierarchical feature reduction.
Int. J. Distributed Sens. Networks, 2018

Golf swing classification with multiple deep convolutional neural networks.
Int. J. Distributed Sens. Networks, 2018

Dynamic Modeling of Failure Events in Preventative Pipe Maintenance.
IEEE Access, 2018

Positioning Performance Assessment of Geodetic, Automotive, and Smartphone GNSS Receivers in Standardized Road Scenarios.
IEEE Access, 2018

Application for Impact Position Evaluation in Tennis Using UWB Localization.
Proceedings of the 2018 International Conference on Identification, 2018

Sensor System for Precision Shooting Evaluation and Real-time Biofeedback.
Proceedings of the 2018 International Conference on Identification, 2018

2017
Public Interest Analysis Based on Implicit Feedback of IPTV Users.
IEEE Trans. Ind. Informatics, 2017

Suitability of Strain Gage Sensors for Integration into Smart Sport Equipment: A Golf Club Example.
Sensors, 2017

Strain Gage Sensor Based Golfer Identification Using Machine Learning Algorithms.
Proceedings of the 2017 International Conference on Identification, 2017

Hierarchical Feature Reduction with Max Relevance and Low Dimensional Embedding Strategy and Its Application in Activity Recognition with Multi-sensors.
Proceedings of the 2017 International Conference on Identification, 2017

Wearable sensors and smart equipment for feedback in watersports.
Proceedings of the 2017 International Conference on Identification, 2017

The role of science and technology in sport.
Proceedings of the 2017 International Conference on Identification, 2017

Multi-sensor Golf Swing Classification Using Deep CNN.
Proceedings of the 2017 International Conference on Identification, 2017

2016
Evaluation of Smartphone Inertial Sensor Performance for Cross-Platform Mobile Applications.
Sensors, 2016

Suitability of Smartphone Inertial Sensors for Real-Time Biofeedback Applications.
Sensors, 2016

Validation of smartphone gyroscopes for mobile biofeedback applications.
Pers. Ubiquitous Comput., 2016

A Pulse Rate Estimation Algorithm Using PPG and Smartphone Camera.
J. Medical Syst., 2016

Ieee Access Special Section Editorial: Big Data Analytics for Smart and Connected Health.
IEEE Access, 2016

KPD Based Signal Preprocessing Algorithm for Pulse Diagnosis.
Proceedings of the International Conference on Identification, 2016

SmartSKI: Application of Sensors Integrated into Sport Equipment.
Proceedings of the International Conference on Identification, 2016

Identification and Selection of Sensors Suitable for Integration into Sport Equipment: Smart Golf Club.
Proceedings of the International Conference on Identification, 2016

Biomechanical Model for Detection of Vertigo Disease.
Proceedings of the International Conference on Identification, 2016

Determination of user opinion based on IPTV data.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

2015
Wearable training system with real-time biofeedback and gesture user interface.
Pers. Ubiquitous Comput., 2015

Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow.
J. Big Data, 2015

New Benchmarking Methodology and Programming Model for Big Data Processing.
Int. J. Distributed Sens. Networks, 2015

Sorting Networks on Maxeler Dataflow Supercomputing Systems.
Adv. Comput., 2015

Validation of Smartphone Gyroscopes for Angular Tracking in Biofeedback Applications.
Proceedings of the International Conference on Identification, 2015

Comparison of Smartphone Sensors Performance Using Participatory Sensing and Cloud Application.
Proceedings of the International Conference on Identification, 2015

Biofeedback in sport: Challenges in real-time motion tracking and processing.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Autonomous Wearable Personal Training System with Real-Time Biofeedback and Gesture User Interface.
Proceedings of the International Conference on Identification, 2014

Big Data Processing: Data Flow vs Control Flow (New Benchmarking Methodology).
Proceedings of the International Conference on Identification, 2014

2012
Product Presentation Strategy for Online Customers.
J. Univers. Comput. Sci., 2012

2011
Fast file existence checking in archiving systems.
ACM Trans. Storage, 2011


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