Statistical learning — that is, learning from data — and, in particular, probabilistic model learning have become increasingly important in recent years. Advances in information technology have facilitated an explosion of available data. This explosion has been accompanied by theoretical advances, permitting new and...

In the last three decades, machine learning research and practice have focused on batch learning usually using small datasets. In batch learning, the whole training data is available to the algorithm, which outputs a decision model after processing the data eventually (or most of the times) multiple times. The rationale behind this...

In 1983 I left the International Institute for Aerospace Survey and Earth Sciences (ITC) and went to Wageningen Agricultural University, where I took the chair of “Land Surveying and Teledetection”. Up to that time I had been active mainly in geodesy and photogrammetry, but at Wageningen it soon became...

A wide spectrum of research areas have contributed to the development of objectoriented analysis and design methods. Within computing sciences objectorientation has been developed in the fields of databases, programming languages, and system engineering. Some indications of this development include the proliferation of objectoriented...

The use of symbol sequences to study dynamical systems originates in the work of Kocbe [Koc27, Koe29] and Morse [Mor87j, who both used symbol saliences to code geodesies on a...

Although speech is the most natural form of communication between humans, most people find using speech to communicate with machines anything but natural. Drawing from psychology, human-computer interaction, linguistics, and communication theory, Practical Speech User Interface Design provides a comprehensive yet concise...

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This book is all about wrangling a herd of network computers so that all display the correct time. This may seem like a really narrow business, but the issues go far beyond winding the clock on your display taskbar. Carefully coordinated, reliable, and accurate time is vital for traffic control in the air and on the ground, buying and...

The goal of this book is to provide an overview of the current state of knowledge of educational data mining (EDM). The primary goal of EDM is to use large-scale educational data sets to better understand learning and to provide information about the learning process. Although researchers have been studying human learning for over a...

Circuits, Signals, and Speech and Image Processing...

This book has its origin in lecture notes created at the Naval Postgraduate School (NPS), whose student and faculty support made The book is written for senior undergraduates and first dents. Practicing engineers should especially find the book the basic knowledge of detection and estimation theory. the text deals with detection aspects,...

This book has evolved from class notes for the undergraduate Automation and Robotics course at the National Taiwan University. The course was originally designed for senior students in the Department of Civil Engineering, enhancing their understanding of robotics technology and its potential. As this course does not have any...