| Machines capable of automatic pattern recognition have many fascinating uses in science & engineering as well as in our daily lives. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability.
This book takes a close view of data complexity & its role in shaping the theories & techniques in different disciplines & asks:
- What is missing from current classification techniques?
- When the automatic classifiers are not perfect, is it a deficiency of the algorithms by design, or is it a difficulty intrinsic to the classification task?
- How do we know whether we have exploited to the fullest extent the knowledge embedded in the training data?
Uunique in its comprehensive coverage & multidisciplinary approach from various methodological & practical perspectives, researchers & practitioners will find this book an insightful reference to learn about current available techniques as well as application areas. |
|
|
 User-Centered Agile Methods (Synthesis Lectures on Human-Centered Informatics)
Agile methods have transformed how developers think about organizing the development of a
project. Rather than months (or years) of development, followed by months of field test leading
up to a release, agile methods organize development into short iterations with continuous testing
and a flexible release date. The agile approach... | | Image Recognition and Classification (Optical Engineering, 78)This book presents important recent advances in sensors, image processing algorithms, and systems for image recognition and classification with diverse applications in military, aerospace, security, image tracking, radar, biomedical, and intelligent transportation. The book includes contributions by some of the leading researchers in the field to... | | Pathology and Genetics of Tumours of the Lung, Pleura, Thymus and Heart (IARC WHO Classification of Tumours)
This book is an authoritative, concise reference on the histological and genetic typing of tumors of the lung, pleura, thymus and heart. Prepared by 200 authors from 25 countries, it contains more than 670 color photographs, numerous MRIs, ultrasound images, CT scans, charts and approximately 2200 references. Diagnostic criteria, pathological... |
Fundamentals of Performance Technology, Second EditionFundamentals of Performance Technology offers a brief overview of each major component of a Human Performance Technology Model that addresses diagnosing workplace situations, identifying causes, selecting appropriate interventions, implementing change, and evaluating results. The second edition contains two new appendices that describe the ISPI... | | | | Soft Computing in Data Science: 4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings (Communications in Computer and Information Science)
We are pleased to present the proceeding of the 4th International Conference on Soft
Computing in Data Science 2018 (SCDS 2018). SCDS 2018 was held in Chulalongkorn
University, in Bangkok, Thailand, during August 15–16, 2018. The theme
of the conference was “Science in Analytics: Harnessing Data and ... |
|
