UnknownKurzynski, Marek
Springer International Publishing (Cham, Switzerland , 2018) (eng) English9783319591629Advances in Intelligent Systems and Computing1st ed.PATTERN RECOGNITION SYSTEMS; UnknownThis book offers a comprehensive study of computer recognition systems – one of the most promising directions in artificial intelligence. It presents a collection of 52 carefully selected articles contributed by experts in the field of pattern recognition, discussing both methodological aspects and applications of current research. It includes the following sections: · Features, learning, and classifiers · Biometrics · Data stream classification and big data analytics · Image processing and computer vision · Medical applications · Applications It is a valuable reference tool for scientists dealing with the problems of designing computer pattern recognition systems, including researchers and students of computer science, artificial intelligence and robotics.
Physical dimension
1 online resource (xv, 508 p.)Unknownill.
Summary / review / table of contents
Recognition of Fuzzy or Incompletely Described Objects --
Evaluating and Comparing Classifiers: Review, Somem Recommendations and Limitations --
Multi-aspect Assessment and Classification of Porous Materials Designed for Tissue Engineering --
Enhancing English-Japanese Translation Using Syntactic Pattern Recognition Methods --
Novel Results on Random Walk-Jump Chains that Possess Tree-based Transitions --
Travel Time Prediction for Trams in Warsaw --
Diagnostic Rule Extraction Using the Dempster-Shafer Theory Extended for Fuzzy Focal Elements --
Gait Recognition Using Motion Trajectory Analysis --
Methodology of the Construction of a GDPLL(k) Grammar-based Syntactic Pattern Recognition System --
Determining of an Estimate of the Equivalence Relation on the Basis of Pairwise Comparisons --
Classification of Body Regions based on MRI Log Files --
Semi-automatic Segmentation of Scattered and Distributed Objects --
Playback Attack Detection: The Search for the Ultimate Set of Antispoof Features --
A Vision-Based Method for Automatic Crack Detection in Railway Sleepers --
Towards Privacy-aware Keyboards.