Machine Learning and Data Mining in Pattern Recognition - Info and Reading Options
12th International Conference, MLDM 2016, New York, NY, USA, July 16-21, 2016, Proceedings
By Petra Perner

"Machine Learning and Data Mining in Pattern Recognition" is published by Springer in Jun 28, 2016 - Cham and it has 820 pages.
“Machine Learning and Data Mining in Pattern Recognition” Metadata:
- Title: ➤ Machine Learning and Data Mining in Pattern Recognition
- Author: Petra Perner
- Number of Pages: 820
- Publisher: Springer
- Publish Date: Jun 28, 2016
- Publish Location: Cham
“Machine Learning and Data Mining in Pattern Recognition” Subjects and Themes:
- Subjects: ➤ Mathematical Logic and Formal Languages - Pattern perception - Image Processing and Computer Vision - Data Mining and Knowledge Discovery - Database management - Optical pattern recognition - Computer vision - Computer science - Data mining - Artificial intelligence - Artificial Intelligence (incl. Robotics) - Machine learning - Image processing - Information Systems Applications (incl. Internet) - Computer software - Algorithm Analysis and Problem Complexity
Edition Specifications:
- Format: paperback
Edition Identifiers:
- The Open Library ID: OL28143269M - OL19884962W
- ISBN-13: 9783319419190 - 9783319419206
- ISBN-10: 3319419196
- All ISBNs: 3319419196 - 9783319419190 - 9783319419206
AI-generated Review of “Machine Learning and Data Mining in Pattern Recognition”:
"Machine Learning and Data Mining in Pattern Recognition" Description:
Open Data:
Intro -- Preface -- Organization -- Contents -- Evolving a Low Price Recovery Strategy for Distressed Securities -- 1 Introduction -- 1.1 Problem Description -- 2 Approach -- 2.1 LPRS Agent Fitness Functions -- 2.2 Types of LPRS Agents -- 2.3 Genetic Program Characteristics -- 3 Related Work -- 4 Experimentation and Analysis of Results -- 4.1 Experiment Setup -- 4.2 Experiment Results -- 4.3 Analysis of Results -- 5 Summary -- References -- A Learning Framework to Improve Unsupervised Gene Network Inference -- 1 Introduction -- 2 The Learning Framework -- 2.1 Graph Sparsification -- 2.2 Feature Selection -- 2.3 The Link Prediction Algorithm -- 3 Experiments and Results -- 3.1 Datasets -- 3.2 Experimental Methodology -- 3.3 Experimental Results -- 4 Conclusion -- References -- A Closed Frequent Subgraph Mining Algorithm in Unique Edge Label Graphs -- 1 Introduction -- 2 Preliminary -- 2.1 Notations -- 2.2 Closure Operator and Set System -- 3 Closed Frequent Subgraph Mining in Unique Edge Label Graphs -- 3.1 Connected Subgraph System -- 3.2 Edges and Converse Edges (ECE) Representation -- 3.3 Support Closure Operation -- 3.4 The ECE-CloseSG Algorithm -- 4 Experimental Study -- 5 Related Works -- 6 Conclusion -- References -- Using Glocal Event Alignment for Comparing Sequences of Significantly Different Lengths -- 1 Introduction -- 2 Proposed Method -- 3 Experimental Results -- 3.1 Synthetic Data -- 3.2 Real Data -- 4 Discussion -- 5 Related Work -- 6 Conclusion -- References -- Using Support Vector Machines for Intelligent Service Agents Decision Making -- 1 Introduction -- 2 Related Work -- 3 The Proposed Model -- 3.1 Preliminaries -- Web Services. -- Communities of Web Service. -- 3.2 Feature Engineering -- 3.3 Join Consequences -- 3.4 The Learning Model -- 4 Experimental Case Study -- 4.1 Dataset -- 4.2 Experimental Protocol -- 4.3 Results
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