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Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems)
Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems)

We are deluged by data—scientific data, medical data, demographic data, financial data, and marketing data. People have no time to look at this data. Human attention has become a precious resource. So, we must find ways to automatically analyze the data, to automatically classify it, to automatically summarize it, to...

Problem Solving Methods
Problem Solving Methods

Researchers in Artificial Intelligence have traditionally been classified into two categories: the “neaties” and the “scruffies”. According to the scruffies, the neaties concentrate on building elegant formal frameworks, whose properties are beautifully expressed by means of definitions, lemmas, and theorems, but...

Qualitative Representation of Spatial Knowledge (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
Qualitative Representation of Spatial Knowledge (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)

Cognitive spatial concepts are qualitative in nature, i.e., they are based not so much on exact quantities but on comparisons between perceived magnitudes. We develop a qualitative model for the representation of spatial knowledge (in particular, of positional information about 2-dimensional projections) that is based only on locative...

Emergent Web Intelligence: Advanced Information Retrieval
Emergent Web Intelligence: Advanced Information Retrieval
As the Web continues to grow and evolve, more and more data are becoming available. Particularly, multimedia and XML-based data are produced regularly and in increasing way in our daily digital activities, and their retrieval and access must be explored and studied in this emergent web-based era. This book provides reviews of...
Grading Knowledge: Extracting Degree Information from Texts
Grading Knowledge: Extracting Degree Information from Texts
If you are sitting in a basement room without a view — not to mention the bars in front of the windows — and writing a book, then you better have good company. I had the best company you could imagine. Waltraud Hiltl, Katja Markert, Martin Romacker, Klemens Schnattinger, Andreas Klee and I shared very little office...
Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence (Studies in Computational Intelligence)
Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence (Studies in Computational Intelligence)
The idea for this second edition came from Janusz Kacprzyk on April 29, 2005, who kindly invited me to his new Springer series, Studies in Computational Intelligence. The initial plan was to correct the usual typos and mistakes but leave the book unchanged, as Janusz thought (and I agreed with him) that it was the proper moment...
Fuzzy-Like Multiple Objective Decision Making (Studies in Fuzziness and Soft Computing)
Fuzzy-Like Multiple Objective Decision Making (Studies in Fuzziness and Soft Computing)
Everyday people need to make decisions, and the decision makers usually face multiple, conflicting objectives and uncertain environments. The research about uncertain multi-objective decision making problems has been profolic. It mainly provides decision makers with the help to find optimal solutions for many objectives under...
Aspects of Natural Language Processing: Essays Dedicated to Leonard Bolc on the Occasion of His 75th Birthday
Aspects of Natural Language Processing: Essays Dedicated to Leonard Bolc on the Occasion of His 75th Birthday
This book is dedicated to Professor Leonard Bole on the occasion of his 75th birthday, and contains essays written by his friends, former students and col- leagues to celebrate his scientific career. For many years Leonard Bole has played an important role in the Polish computer science community. He was especially known for...
Reasoning with Logic Programming (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
Reasoning with Logic Programming (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)

The present book 1 provides a rigorous treatment and coherent presentation of the consolidated results of the authors' work, over the past four years, on the employment of logic programming as a representational and reasoning tool. It comes out of a background of a world-wide research effort for at least the past six years on the...

Robot Builder's Bonanza, 4th Edition
Robot Builder's Bonanza, 4th Edition

Which of these fields are involved in robotics? You may choose from the following: engineering, electronics, psychology, sociology, biology, physics, artificial intelligence, math, art, mechanical design, mechanical construction, computer programming, sound synthesis, vision, ultrasonics, linguistics, microelectronics, process control,...

Geospatial Semantics and the Semantic Web: Foundations, Algorithms, and Applications (Semantic Web and Beyond)
Geospatial Semantics and the Semantic Web: Foundations, Algorithms, and Applications (Semantic Web and Beyond)

The availability of geographic and geo-spatial information and services, especially on the openWeb, has become abundant in the last several yearswith the proliferation of online maps, geo-coding services, geospatial Web services and geospatially enabled applications. Concurrently, the need for geo-spatial reasoning has significantly...

Phase Transitions in Machine Learning
Phase Transitions in Machine Learning

From its inception in the 1930s, the rich and vigorous field of computer science has been concerned with the resources, both in time and in memory, needed to carry out a computation. A number of fundamental theorems were discovered that resorted to a worst-case analysis. The central question was whether a given algorithm could be...

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