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Queuing Theory and Telecommunications
Telecommunication Networks -- to Telecommunication Networks -- Digital Networks -- IP-Based Networks -- Queuing Theory and Applications -- Survey on Probability Theory -- Markov Chains and Queuing Theory -- M/G/1 Queuing Theory and Applications -- Local Area Networks Analysis -- Networks of Queues.Queuing Theory and Telecommunications : Networks and Applications provides some fundamental knowle…
- Edisi
- 1st ed.
- ISBN/ISSN
- 9780387240664
- Deskripsi Fisik
- XX, 588 p. 240 illus.online resource.
- Judul Seri
- -
- No. Panggil
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Advances in Knowledge Discovery and Data Mining
Keynote Speech and Invited Talks -- Theoretic Foundations -- Association Rules -- Biomedical Domains -- Classification and Ranking -- Clustering -- Dynamic Data Mining -- Graphic Model Discovery -- High Dimensional Data -- Integration of Data Warehousing -- Knowledge Management -- Machine Learning Methods -- Novel Algorithms -- Spatial Data -- Temporal Data -- Text and Web Data Mining.The Pacif…
- Edisi
- 1st ed.
- ISBN/ISSN
- 9783540319351
- Deskripsi Fisik
- XXI, 864 p.online resource.
- Judul Seri
- -
- No. Panggil
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Advances in Intelligent Data Analysis VI
Probabilistic Latent Clustering of Device Usage -- Condensed Nearest Neighbor Data Domain Description -- Balancing Strategies and Class Overlapping -- Modeling Conditional Distributions of Continuous Variables in Bayesian Networks -- Kernel K-Means for Categorical Data -- Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction -- A Distance-Based Method for Preference Info…
- Edisi
- 1st ed.
- ISBN/ISSN
- 9783540319269
- Deskripsi Fisik
- XIV, 534 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Machine Learning in Computer Vision
Theory: Probabilistic Classifiers -- Theory: Generalization Bounds -- Theory: Semi-Supervised Learning -- Algorithm: Maximum Likelihood Minimum Entropy HMM -- Algorithm: Margin Distribution Optimization -- Algorithm: Learning the Structure of Bayesian Network Classifiers -- Application: Office Activity Recognition -- Application: Multimodal Event Detection -- Application: Facial Expression Reco…
- Edisi
- 1st ed.
- ISBN/ISSN
- 9781402032752
- Deskripsi Fisik
- XVI, 242 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Local Pattern Detection
Pushing Constraints to Detect Local Patterns -- From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms -- Pattern Discovery Tools for Detecting Cheating in Student Coursework -- Local Pattern Detection and Clustering -- Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery -- Visualizing Very Large Graphs Using Clustering Neighborhoods -- Fe…
- Edisi
- 1st ed.
- ISBN/ISSN
- 9783540318941
- Deskripsi Fisik
- XI, 233 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Probabilistic Modeling in Bioinformatics and Medical Informatics
Probabilistic Modeling -- A Leisurely Look at Statistical Inference -- to Learning Bayesian Networks from Data -- A Casual View of Multi-Layer Perceptrons as Probability Models -- Bioinformatics -- to Statistical Phylogenetics -- Detecting Recombination in DNA Sequence Alignments -- RNA-Based Phylogenetic Methods -- Statistical Methods in Microarray Gene Expression Data Analysis -- Inferring Ge…
- Edisi
- 1st ed.
- ISBN/ISSN
- 9781846281198
- Deskripsi Fisik
- XX, 508 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Hebbian Learning and Negative Feedback Networks
Single Stream Networks -- Background -- The Negative Feedback Network -- Peer-Inhibitory Neurons -- Multiple Cause Data -- Exploratory Data Analysis -- Topology Preserving Maps -- Maximum Likelihood Hebbian Learning -- Dual Stream Networks -- Two Neural Networks for Canonical Correlation Analysis -- Alternative Derivations of CCA Networks -- Kernel and Nonlinear Correlations -- Exploratory Corr…
- Edisi
- 1st ed. 2005.
- ISBN/ISSN
- 9781846281181
- Deskripsi Fisik
- XVIII, 383 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Stochastic Algorithms: Foundations and Applications
Systems of Containers and Enumeration Problems -- Some Heuristic Analysis of Local Search Algorithms for SAT Problems -- Clustering in Stochastic Asynchronous Algorithms for Distributed Simulations -- On Construction of the Set of Irreducible Partial Covers -- Recent Advances in Multiobjective Optimization -- Polynomial Time Checking for Generation of Finite Distributions of Rational Probabilit…
- Edisi
- 1st ed. 2005.
- ISBN/ISSN
- 9783540322450
- Deskripsi Fisik
- VIII, 240 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Switching and Learning in Feedback Systems
Switching and Control -- From Feedback Control to Complexity Management: A Personal Perspective -- Convex Cones, Lyapunov Functions, and the Stability of Switched Linear Systems -- Survey of Explicit Approaches to Constrained Optimal Control -- Gaussian Processes -- Analysis of Some Methods for Reduced Rank Gaussian Process Regression -- Filtered Gaussian Processes for Learning with Large Data-…
- Edisi
- 1st ed. 2005.
- ISBN/ISSN
- 9783540305606
- Deskripsi Fisik
- X, 346 p.online resource.
- Judul Seri
- -
- No. Panggil
- -
Knowledge Discovery in Databases: PKDD 2005
Invited Talks -- Data Analysis in the Life Sciences — Sparking Ideas — -- Machine Learning for Natural Language Processing (and Vice Versa?) -- Statistical Relational Learning: An Inductive Logic Programming Perspective -- Recent Advances in Mining Time Series Data -- Focus the Mining Beacon: Lessons and Challenges from the World of E-Commerce -- Data Streams and Data Synopses for Massive D…
- Edisi
- 1st ed. 2005.
- ISBN/ISSN
- 9783540316657
- Deskripsi Fisik
- XXIII, 719 p.online resource.
- Judul Seri
- -
- No. Panggil
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