Design and Implementation of an Artificial Sports Trainer

The artificial sports trainer bases on CI algorithms for enriching knowledge from data in databases that are obtained from sports activity datasets. These datasets are generated by wearable mobile devices (e.g., sports watches and smart phones) during sports training sessions. Indeed, the artificial sports trainer serves as an intelligent system capable of both knowledge discovery from data and decision-making based on these inputs. Thus, it automates the tasks of the real sports trainer in disciplines where a lot of data are generated by wearable mobile devices.

[1]  Iztok Fister,et al.  Generating eating plans for athletes using the particle swarm optimization , 2016, 2016 IEEE 17th International Symposium on Computational Intelligence and Informatics (CINTI).

[2]  Scott E Crouter,et al.  Accuracy of polar S410 heart rate monitor to estimate energy cost of exercise. , 2004, Medicine and science in sports and exercise.

[3]  Iztok Fister,et al.  Planning the sports training sessions with the bat algorithm , 2015, Neurocomputing.

[4]  Pierre Sens,et al.  Sport Trackers and Big Data: Studying user traces to identify opportunities and challenges , 2014 .

[5]  R. Laukkanen,et al.  Heart rate monitors: state of the art. , 1998, Journal of sports sciences.

[6]  Matthew O. Ward,et al.  A Taxonomy of Glyph Placement Strategies for Multidimensional Data Visualization , 2002, Inf. Vis..

[7]  Laura Ferrari,et al.  Identifying and understanding urban sport areas using Nokia Sports Tracker , 2013, Pervasive Mob. Comput..

[8]  James D. Newton.  Uncommon Friends: Life with Thomas Edison, Henry Ford, Harvey Firestone, Alexis Carrel, & Charles Lindbergh , 1987 .

[9]  Simon Fong,et al.  Towards Automatic Food Prediction During Endurance Sport Competitions , 2014, 2014 International Conference on Soft Computing and Machine Intelligence.

[10]  J. Karvonen,et al.  Heart Rate and Exercise Intensity During Sports Activities , 1988, Sports medicine.

[11]  Iztok Fister,et al.  Planning Fitness Training Sessions Using the Bat Algorithm , 2015, ITAT.

[12]  Iztok Fister,et al.  Modified binary cuckoo search for association rule mining , 2017, J. Intell. Fuzzy Syst..

[13]  Iztok Fister,et al.  A collection of sport activity files for data analysis and data mining , 2015 .

[14]  Iztok Fister,et al.  Interestingness measure for mining sequential patterns in sports , 2015, J. Intell. Fuzzy Syst..

[15]  Iztok Fister,et al.  Computational Intelligence in Sports , 2018, Adaptation, Learning, and Optimization.