This book constitutes the thoroughly refereed joint postproceedings of the 5th International Workshop on Knowledge Discovery in Inductive Databases, KDID …
This book constitutes the refereed proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, …
This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD …
This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine …
This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the …
This book combines technology and the medical domain. It covers advances in computer vision (CV) and machine learning (ML) that …
This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer …
AI doesn’t have to be a black box. These practical techniques help shine a light on your model’s mysterious inner …
This book provides an accessible introduction to the foundations of machine learning and deep learning in medicine for medical students, …
Leverage Kubernetes for the rapid adoption of emerging technologies. Kubernetes is the future of enterprise platform development and has become …
Enterprise interest in machine learning and artificial intelligence continues to grow, with organizations dedicating increasingly large teams and resources to …
Build a Kubernetes-based self-serving, agile data science and machine learning ecosystem for your organization using reliable and secure open source …
This book explains the principal techniques of data mining, for classification, association rule mining and clustering. Each topic is clearly …
This book provides readers with a thorough understanding of various research areas within the field of data science. The book …
We are pleased to present the proceedings of the 13th European Conference on Machine Learning (LNAI 2430) and the 6th …
Build predictive models using large data volumes and deploy them to production using cutting-edge techniquesKey FeaturesBuild highly accurate state-of-the-art machine …
The analysis of experimental data is at heart of science from its beginnings. But it was the advent of digital …
Ten years ago Bill Gale of AT&T Bell Laboratories was primary organizer of the first Workshop on Artificial Intelligence and …
This book provides valuable information on effective, state-of-the-art techniques and approaches for governments, students, researchers, practitioners, entrepreneurs and teachers in …
Data Science in Practice is the ideal introduction to data science. With or without math skills, here, you get the …
Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as …
Explore the world of using machine learning methods with deep computer vision, sensors and data in sports, health and fitness …
This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of Data Science. It covers …
About This Book Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries. …
Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different …
Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become …
This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, …
This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to …
Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data …
Whether any one technology will prove to be the central one in creating artificial intelligence, or whether a combination of …
