Dissertations in Artificial Intelligence

Series of AI Dissertations covering a broad range of subjects.(read more)

NeOn Methodology for Building Ontology Networks: Specification, Scheduling and Reuse

Pub. date
December 2012
Author
Suárez-Figueroa, M.C.
Volume
338
Price
US$72 / €50 / £43
ISBN
978-1-61499-115-1
Subject
Artificial Intelligence

A new ontology development paradigm has started; its emphasis lies on the reuse and possible subs…


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Probabilistic Reasoning with Incomplete and Inconsistent Beliefs

Pub. date
January 2012
Author
Thimm, M.
Volume
336
Price
US$80 / €55
ISBN
978-1-60750-960-8
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer & Communication Sciences, Computer Science

Reasoning with inaccurate information is a major topic within the fields of artificial intelligen…


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Engineering Coordination

Pub. date
October 2011
Author
Schumann, R.
Volume
335
Price
US$87 / €60
ISBN
978-1-60750-736-9
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer & Communication Sciences, Computer Science

To solve complex real-world search and optimization problems it is a common strategy to divide th…


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Granularity Analysis for Tutoring Mathematical Proofs

Pub. date
February 2011
Author
Schiller, M.R.G.
Volume
334
Price
US$72 / €50
ISBN
978-1-60750-719-2
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer & Communication Sciences, Computer Science

Rigorous formal proof is one of the key techniques in the natural sciences, engineering, and of c…


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A Change-Oriented Architecture for Mathematical Authoring Assistance

Pub. date
February 2011
Author
Wagner, M.
Volume
333
Price
US$72 / €50
ISBN
978-1-60750-712-3
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer & Communication Sciences, Computer Science, Mathematics/Electronics/Mechanics

The computer-assisted authoring of mathematical documents using a scientific text-editor require…


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Formal Concept Analysis and Tag Recommendations in Collaborative Tagging Systems

Pub. date
February 2011
Author
Jäschke, R.
Volume
332
Price
US$73 / €50
ISBN
978-1-60750-707-9
Subject
Artificial Intelligence, Cognitive Science, Computer & Communication Sciences

One of the most noticeable innovation that emerged with the advent of the Web 2.0 and the focal p…


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Heuristics and Metaheuristics for heavily constrained hybrid Flowshop Problems

Pub. date
January 2011
Author
Urlings, T.
Volume
331
Price
US$73 / €50
ISBN
978-1-60750-678-2
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Many researchers agree about the existence of a gap between machine scheduling literature on the …


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Interactive Concept Description with Bayesian Partition Models

Pub. date
September 2010
Author
Müller, M.
Volume
330
Price
US$73 / €50
ISBN
978-1-60750-624-9
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Automotive companies are forced to extend and improve their product lineup continuously. However, in…


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Model-Based Transformations for Quantified Boolean Formulas

Pub. date
May 2010
Author
Bubeck, U.
Volume
329
Price
US$73 / €50
ISBN
978-1-60750-545-7
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

A popular approach for solving difficult decision problems in many areas, for example planning or ve…


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Learning and Modeling with Probabilistic Conditional Logic

Pub. date
February 2010
Author
Fisseler, J.
Volume
328
Price
US$73 / €50
ISBN
978-1-60750-098-8
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Conditionals, also called if-then-rules, are a popular concept for knowledge representation. They ha…


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Knowledge Acquisition from a Collaboratively Generated Encyclopedia

Pub. date
February 2010
Author
Ponzetto, S.P.
Volume
327
Price
US$73 / €50
ISBN
978-1-60750-097-1
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Research in Natural Language Processing (NLP) has made tremendous progress in the last two decades b…


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Model-based Failure-modes-and-effects Analysis and its Application to Aircraft Subsystems

Pub. date
January 2010
Author
Fraracci, A.
Volume
326
Price
US$80 / €55
ISBN
978-1-60750-081-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Failure mode and effects analysis (FMEA) is a mandatory process during the design phase in the aeron…


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Automated Deduction for Projection Elimination

Pub. date
March 2009
Author
Wernhard, C.
Volume
324
Price
US$73 / €50
ISBN
978-1-58603-983-7
Subject
Artificial Intelligence, Computer & Communication Sciences

Projection is a logic operation which allows to express tasks in knowledge representation. These tas…


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The GeoMap Representation: On Topologically Correct Sub-pixel Image Analysis

Pub. date
March 2009
Author
Meine, H.
Volume
323
Price
US$73 / €50
ISBN
978-1-58603-981-3
Subject
Artificial Intelligence, Computer & Communication Sciences

This work introduces a new, unified representation (termed GeoMap) for capturing both the geometrica…


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Spatial Planning Assistance

Pub. date
December 2008
Author
Seifert, Th.
Volume
321
Price
US$73 / €50
ISBN
978-1-58603-953-0
Subject
Artificial Intelligence, Computer & Communication Sciences

Planning activities in an unfamiliar environment is a complex spatial task people have to deal with …


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An Agent Control Perspective on Qualitative Spatial Reasoning

Pub. date
September 2008
Author
Dylla, F.
Volume
320
Price
US$75 / €50
ISBN
978-1-58603-914-1
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

A considerable part of everyday human interaction is guided by regulations and constraints, for exam…


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WASABI: Affect Simulation for Agents with Believable Interactivity

Pub. date
October 2008
Author
Becker-Asano, C.
Volume
319
Price
US$75 / €50
ISBN
978-1-58603-911-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This publication presents the WASABI architecture (WASABI Affect Simulation for Agents with Believab…


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Trust-based Recommendations in Multi-layer Networks

Pub. date
July 2008
Author
Heß, C.
Volume
316
Price
US$70 / €50
ISBN
978-1-58603-854-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

The huge interest in social networking applications – Friendster.com, for example, has more than 4…


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Context-Specific Route Directions: Generation of Cognitively Motivated Wayfinding Instructions

Pub. date
April 2008
Editor
Richter, K.-F.
Volume
314
Price
US$84 / €60
ISBN
978-1-58603-852-6
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Route directions assist people in unfamiliar environments. In order to be useful, these route direct…


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Image Digitization and its Influence on Shape Properties in Finite Dimensions

Pub. date
March 2008
Author
Stelldinger, P.
Volume
312
Price
US$70 / €50
ISBN
978-1-58603-838-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This work addresses the problem of shape preserving digitization in finite dimensional spaces. The b…


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Writer Identification and Verification

Pub. date
February 2008
Author
Schlapbach, A.
Volume
311
Price
US$70 / €50
ISBN
978-1-58603-825-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Writer identification and verification have gained increased interest recently, especially in the fi…


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Temporal Pattern Mining in Dynamic Environments

Pub. date
October 2007
Author
Lattner, A.D.
Volume
309
Price
US$65 / €50
ISBN
978-1-58603-783-3
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Many domains feature a dynamic characteristic like logistics, sports, or medicine and it would be us…


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The Structurally Optimal Dual Graph Pyramid and its Application in Image Partitioning

Pub. date
May 2007
Author
Haxhimusa, Y.
Volume
308
Price
US$80 / €55
ISBN
978-1-58603-743-7
Subject
Artificial Intelligence, Computer Science, Mathematics

A widely used hierarchical representation in many areas of computer vision and pattern recognition i…


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Knowledge-Intensive Subgroup Mining

Pub. date
March 2007
Author
Atzmüller, M.
Volume
307
Price
US$80 / €55
ISBN
978-1-58603-726-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Subgroup mining is a powerful and broadly applicable data mining approach: In general, the goal is t…


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Multimodal Interaction with Mobile Devices: Fusing a Broad Spectrum of Modality Combinations

Pub. date
December 2006
Author
Wasinger, R.
Volume
305
Price
US$80 / €55
ISBN
978-1-58603-712-3
Subject
Artificial Intelligence, Computer & Communication Sciences

This publication presents a multimodal architecture for use in mobile scenarios such as shopping and…


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Controlling Physical Multiagent Teams: Getting League-Independent Results from RoboCup Soccer

Pub. date
February 2007
Author
Obst, O.
Volume
304
Price
US$80 / €55
ISBN
978-1-58603-705-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

During the last years, Robotic Soccer has become one of the most challenging research fields for mul…


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Enhancing Similarity Measures with Imperfect Rule-Based Background Knowledge

Pub. date
January 2007
Author
Steffens, T.
Volume
302
Price
US$80 / €55
ISBN
978-1-58603-693-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Similarity measures are the core of such diverse techniques as similarity-based classification, clus…


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Migrating Characters: Effective User Guidance in Instrumented Environments

Pub. date
January 2007
Author
Kruppa, M.
Volume
301
Price
US$80 / €55
ISBN
978-1-58603-667-6
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This book deals with the conceptual design as well as with the realization of virtual characters, wh…


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Off-line Cursive Handwriting Recognition Using Synthetic Training Data

Pub. date
July 2006
Author
Varga, T.
Volume
300
Price
US$64 / €44
ISBN
978-1-58603-636-2
Subject
Artificial Intelligence, Computer & Communication Sciences

The problem of automatic recognition of scanned handwritten documents is of great significance in nu…


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3D Parametric Intensity Models for the Localization of 3D Anatomical Point Landmarks and 3D Segmentation of Human Vessels

Pub. date
October 2006
Author
Wörz, S.
Volume
299
Price
US$87 / €60
ISBN
978-1-58603-635-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This publication addresses two important problems in the field of 3D medical image analysis, namely …


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Ubiquitous User Modeling

Pub. date
October 2006
Author
Heckmann, D.
Volume
297
Price
US$80 / €55
ISBN
978-1-58603-608-9
Subject
Artificial Intelligence, Computer & Communication Sciences

More and more interactions take place between humans and mobile or connected IT-systems in daily lif…


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Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: Methods and Analysis

Pub. date
February 2006
Author
Paquete, L.F.
Volume
295
Price
US$87 / €60
ISBN
978-1-58603-596-9
Subject
Artificial Intelligence, Computer & Communication Sciences

Multiobjective Combinatorial Optimization Problems (MCOPs) arise in many real-life applications and …


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Understanding Coverbal Ionic Gestures in Shape Descriptions

Pub. date
February 2006
Author
Sowa, T.
Volume
294
Price
US$87 / €60
ISBN
978-1-58603-566-2
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Gestures are a powerful communication medium which have also been found to make human-machine commun…


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Graph Matching

Pub. date
September 2005
Author
Irniger, C.-A. M.
Volume
293
Price
US$80 / €55
ISBN
978-1-58603-557-0
Subject
Artificial Intelligence, Computer & Communication Sciences

Graphs are a powerful concept useful for various tasks in science and engineering. In applications s…


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The Problem of Tuning Metaheuristics

Pub. date
August 2005
Author
Birattari, M.
Volume
292
Price
US$87 / €60
ISBN
978-1-58603-551-8
Subject
Artificial Intelligence, Computer & Communication Sciences

A metaheuristic is a generic algorithmic template that can be used for finding high quality solution…


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Decision-Theoretic Planning for User-Adaptive Systems: Dealing With Multiple Goals and Resource Limitations

Pub. date
March 2005
Author
Bohnenberger, T.
Volume
289
Price
US$74 / €51
ISBN
978-1-58603-506-8
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

While there are a number of user-adaptive systems that use decision-theoretic methods to make indivi…


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Reducing Planning Problems by Path Reduction

Pub. date
September 2004
Author
Scholz, U.
Volume
285
Price
US$54 / €37
ISBN
978-1-58603-464-1
Subject
Artificial Intelligence, Computer & Communication Sciences

Planning is among the characteristic features of intelligence and therefore it is a central research…


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Agile Development of Diagnostic Knowledge Systems

Pub. date
October 2004
Author
Baumeister, J.
Volume
284
Price
US$64 / €44
ISBN
978-1-58603-463-4
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

The success of diagnostic knowledge systems has been proved over the last decades. Nowadays, intelli…


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Theoretical and Practical Aspects of Ant Colony Optimization

Pub. date
July 2004
Author
Blum, C.
Volume
282
Price
US$74 / €51
ISBN
978-1-58603-433-7
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Combinatorial optimization problems are of high academical and practical importance. Unfortunately, …


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Specification, Modelling, Verification and Runtime Analysis of Real Time Systems

Pub. date
April 2004
Author
Logothetis, G.
Volume
280
Price
US$64 / €44
ISBN
978-1-58603-413-9
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This book focuses on the use of formal methods in order to guarantee the correctness of real-time sy…


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Uniform Learning of Recursive Functions

Pub. date
December 2003
Author
Zilles, S.
Volume
278
Price
US$64 / €44
ISBN
978-1-58603-406-1
Subject
Artificial Intelligence, Computer & Communication Sciences


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User Modeling Servers – Requirements, Design, and Evaluation

Pub. date
April 2004
Author
Fink, J.
Volume
277
Price
US$64 / €44
ISBN
978-1-58603-405-4
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This publication analyses the requirements that user modeling servers must meet to be acceptable bot…


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Situated Interaction on Spatial Topics

Pub. date
November 2003
Author
Kray, C.
Volume
274
Price
US$64 / €44
ISBN
978-1-58603-391-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Location-based services (LBS) and mobile systems are two key areas of research into making informati…


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Discrete Scale-Space Formulation and Multiscale Edge Extraction toward Higher Dimensions

Pub. date
September 2003
Author
Lim, J-Y
Volume
272
Price
US$58 / €40
ISBN
978-1-58603-383-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This publication addresses the problem of a discrete scale-space formulation in the context of multi…


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A Framework for Planning with Incrementally Created Graphs in Attributed Problem Spaces

Pub. date
July 2003
Author
Balakirsky, S.
Volume
270
Price
US$67 / €46
ISBN
978-1-58603-370-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

In this publication, a framework for parallel planning agents is developed and applied to planning p…


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Integrated Natural Language Generation with Schema-TAGs

Pub. date
May 2003
Author
Woch, J.
Volume
264
Price
US$62 / €43
ISBN
978-1-58603-354-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Integrated natural language generation is an approach to circumvent the problem of communication bet…


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Knowledge Maintenance of Case-Based Reasoning Systems

Pub. date
March 2003
Author
Roth-Berghofer, Th.R.
Volume
262
Price
US$62 / €43
ISBN
978-1-58603-339-2
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

For all technical systems that are widely used, maintenance processes are available. Now that Case-B…


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On Modeling the Spatiotemporal Processing Characteristics of the Retina: What is the Retina for?

Pub. date
March 2002
Editor
Wulf, M.
Volume
254
Price
US$43 / €39
ISBN
978-1-58603-241-8
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This book addresses the yet unanswered question of the retina's net functionality. Focussing on the …


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Local and Semi-Global Approaches to the Extraction of 3D Anatomical Landmarks from 3D Tomographic Images

Pub. date
January 2001
Author
Frantz, S.
Volume
253
Price
US$37 / €33
ISBN
978-1-58603-213-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This work addresses the problem of extracting 3D anatomical point landmarks from 3D tomographic imag…


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Process-oriented Consistency-based Diagnosis

Pub. date
January 2001
Author
Heller, U.
Volume
252
Price
US$31 / €28
ISBN
978-1-58603-212-8
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

The existing theory of consistency-based diagnosis and its implementations have proven successful in…


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Adaptive Layout of Dynamic Web Pages

Pub. date
January 2001
Editor
Kröner, A.
Volume
248
Price
US$40 / €36
ISBN
978-1-58603-189-3
Subject
Computer & Communication Sciences

In this work architecture for the automated creation of Web page layout is proposed. Based on a sepa…


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Action Based Collaboration Analysis for Group Learning

Pub. date
January 2001
Editor
Mühlenbrock, M.
Volume
244
Price
US$37 / €33
ISBN
978-1-58603-175-6
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

With networked computers, new ways of learning and working together with other people are possible. …


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Proof Reconstruction in Classical and Non-classical Logics

Pub. date
January 2000
Editor
Schmitt, S.
Volume
239
Price
US$42 / €38
ISBN
978-1-58603-129-9
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

How can we support the development of reliable software by theorem proving techniques? How can we tu…


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New Foundations for Automation of Default Reasoning

Pub. date
January 2000
Author
Linke, T.
Volume
237
Price
US$33 / €27
ISBN
978-1-58603-127-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science


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On Types and Type Consistency in Logic Programming

Pub. date
January 2000
Author
Meyer, G.
Volume
235
Price
US$33 / €27
ISBN
978-1-58603-125-1
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science


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Cooperation in Heterogeneous Theorem Prover Networks

Pub. date
January 2000
Author
Fuchs, D.
Volume
231
Price
US$36 / €31
ISBN
978-1-58603-124-4
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science


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Learning Search Control Knowledge for Equational Deduction

Pub. date
January 2000
Editor
Schulz, S.
Volume
230
Price
US$41 / €37
ISBN
978-1-58603-150-3
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Techniques for handling of the equality relation are essential for the successful application of the…


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Relevancy based Use of Lemmas in Connection Tableau Calculi

Pub. date
January 2000
Author
Fuchs, M.
Volume
227
Price
US$36 / €31
ISBN
978-1-58603-123-7
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Automated deduction is a fundamental research area in the field of artificial intelligence. The aim …


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Analysis of Low-Resolutions Range Image Sequences

Pub. date
January 2000
Author
Sobottka, K.
Volume
226
Price
US$42 / €38
ISBN
978-1-58603-122-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science


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Error Estimation and Model Selection

Pub. date
January 1999
Author
Scheffer, T.
Volume
225
Price
US$37 / €33
ISBN
978-1-58603-121-3
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science


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A combined Parametric and Nonparametric Approach to Time Series Analysis

Pub. date
January 1999
Editor
Kriebel, S.K.T.
Volume
222
Price
US$30 / €25
ISBN
978-1-58603-120-6
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

The analysis and prediction of natural phenomena is an interesting and challenging task. Time series…


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Local Search Algorithms for Combinatorial Problems - Analysis, Improvements and New Applications

Pub. date
January 1999
Author
Stützle, Th. G.
Volume
220
Price
US$34 / €29
ISBN
978-1-58603-119-0
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Many problems of enormous practical and theoretical importance are of combinatorial nature. Combinat…


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Stochastic Algorithms in Scheduling Theory

Pub. date
January 1999
Author
Steinhöfel, K.
Volume
218
Price
US$30 / €25
ISBN
978-1-58603-118-3
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science


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Connection Tableau Calculi with Disjunctive Contraints

Pub. date
January 1999
Author
Ibens, O.
Volume
217
Price
US$34 / €29
ISBN
978-1-58603-117-6
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Automated deduction is one of the fundamental disciplines in the field of artificial intelligence. T…


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Stochastic Local Search - Methods, Models, Applications

Pub. date
January 1999
Editor
Hoos, H.H.
Volume
215
Price
US$34 / €29
ISBN
978-1-58603-116-9
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

To date, stochastic local search (SLS) algorithms are among the standard methods for solving hard co…


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Knowledge Management for Intelligent Sales Support in Electronic Commerce

Pub. date
January 1999
Author
Wilke, W.
Volume
213
Price
US$34 / €29
ISBN
978-1-58603-115-2
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This thesis applies Knowledge-Based techniques to provide Intelligent Sales Support in Electronic Co…


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Component-Based User Guidance in Knowledge Discovery and Data Mining

Pub. date
January 1999
Editor
Engels, R.
Volume
211
Price
US$36 / €31
ISBN
978-1-58603-114-5
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Knowledge Discovery and Data Mining (KDD) is a relatively young field of research with a rapidly inc…


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Automatic Termination Analysis for Functional and Imperative Programs

Pub. date
January 1999
Author
Brauburger, J.
Volume
207
Price
US$36 / €31
ISBN
978-1-58603-113-8
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Verifying the termination of algorithms is a central problem in computer science. In this thesis we …


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A Connectionist Approach for Learning Search-Control Heuristics for Automated Deduction Systems

Pub. date
January 1999
Author
Goller, C.
Volume
206
Price
US$30 / €25
ISBN
978-1-58603-112-1
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

This Doctoral Thesis presents an approach for improving the search process of automated deduction sy…


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Projection in Constraint Logic Programming

Pub. date
January 1999
Author
Fordan, A.
Volume
199
Price
US$37 / €33
ISBN
978-1-58603-111-4
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Projection is the elimination of dead variables in constraint systems, preserving equivalence. In CL…


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Representation and Processing of Knowledge about Distances in Environmental Space.

Pub. date
January 1999
Author
Berendt, B.
Volume
197
Price
US$36 / €31
ISBN
978-1-58603-110-7
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

Knowledge about distances---along with knowledge about spatial direction---is one of the most import…


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Motion Planning for Manipulators with Many Dregrees of Freedom - The BB-Method

Pub. date
January 1999
Author
Baginski, B.
Volume
195
Price
US$33 / €27
ISBN
978-1-58603-109-1
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science

The motions of robot manipulators in industrial applications are still programmed by human operators…


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Series of AI Dissertations covering a broad range of subjects.