عنوان
پدید آورنده
موضوع
رده
QA76.9.D343
QA76
.
9
.
D343
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9789811325144
(Number (ISBN
9789811325151
(Number (ISBN
9811325146
(Number (ISBN
9811325154
Erroneous ISBN
9789811325137
Erroneous ISBN
9811325138
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Data analytics and learning :
General Material Designation
[Book]
Other Title Information
proceedings of DAL 2018 /
First Statement of Responsibility
P. Nagabhushan [and 3 others], editors.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Singapore :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (450 pages)
SERIES
Series Title
Lecture notes in networks and systems ;
Volume Designation
volume 43
GENERAL NOTES
Text of Note
Analyzing and Comparison of Movie Rating Using Hadoop and Spark Frame Work
Text of Note
This book presents new theories and working models in the area of data analytics and learning. The papers included in this volume were presented at the first International Conference on Data Analytics and Learning (DAL 2018), which was hosted by the Department of Studies in Computer Science, University of Mysore, India on 30-31 March 2018.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
Text of Note
ReferencesA Robust Human Gait Recognition Approach Using Multi-interval Features; 1 Introduction; 2 Proposed Method; 2.1 Preprocessing; 2.2 Gradient Matrices; 2.3 Multi Interval Features; 2.4 Symbolic Dissimilarity Measure and K-Nearest Neighbor (KNN) Classifier; 3 Experiments; 3.1 CASIA A Dataset; 3.2 CASIA B Dataset; 3.3 CASIA C Dataset; 4 Comparative Results; 5 Conclusion; References; Keyword Spotting in Historical Devanagari Manuscripts by Word Matching; 1 Introduction; 2 Related Work; 3 System Overview; 3.1 Preprocessing; 3.2 Segmentation; 3.3 Feature Extraction
CONTENTS NOTE
Text of Note
Intro; Preface; Contents; Editors and Contributors; Recognition of Seven-Segment Displays from Images of Digital Energy Meters; 1 Introduction; 2 Review of Related Work; 3 Proposed Method for Recognition of Seven-Segment Digits; 3.1 Determination of the LCD Display Area; 3.2 Segmentation of Digits; 3.3 Digit Recognition; 3.4 Experimental Results; 3.5 Conclusions and Future Work; References; An Enhanced Task Scheduling in Cloud Computing Based on Hybrid Approach; 1 Introduction; 2 Related Work; 3 System Model of Scheduling; 4 Proposed Work; 5 Simulation Environment; 6 Performance Evaluation
Text of Note
3.4 Keyword Spotting by Matching Word Images4 Experiments and Results; 5 Conclusion and Future Scope; References; A Parallel Programming Approach for Estimation of Depth in World Coordinate System Using Single Camera; 1 Introduction; 2 Literature Survey; 3 Depth Estimation Using Single Camera; 3.1 Corner Feature Point Detection; 3.2 The Fundamental Matrix with RANSAC; 3.3 The Essential Matrix; 3.4 The Normalized Eight-Point Algorithm; 3.5 Triangulation; 4 Implementation Details; 4.1 Parallelization of Corner Detection and Finding the Correspondence Points
Text of Note
4.2 Estimation of Fundamental Matrix F4.3 Find XYZ by Triangulation; 4.4 Geometric Error Cost Function; 4.5 Cluster Z; 4.6 Evaluation; 5 Conclusion and Future Enhancement; References; An Alternate Voltage-Controlled Current Source for Electrical Impedance Tomography Applications; 1 Introduction; 2 Literature Review; 3 Methodology; 3.1 The Circuit Connection; 3.2 Design of the Output Current; 3.3 The Buffer Circuit; 4 Results and Discussion; 4.1 Frequency Response; 4.2 Simulation Result; 4.3 Hardware Result; 5 Conclusion; References
Text of Note
7 ConclusionReferences; A Moment-Based Representation for Online Telugu Handwritten Character Recognition; 1 Introduction; 2 Data Collection; 3 Moment-Based Representation; 3.1 Local Moments; 3.2 Preprocessing; 3.3 Stroke Representation and Features; 4 Stroke Classification and Character Recognition; 4.1 K-Nearest Neighbor (KNN) Model; 4.2 Artificial Neural Network (ANN) Model; 5 Results; 6 Conclusions; References; A Switch-Prioritized Load-Balancing Technique in SDN; 1 Introduction; 2 The Overview of Software Defined Network; 3 Load Balancing Techniques; 4 Proposed Idea; 5 Conclusion
0
8
8
8
SUMMARY OR ABSTRACT
Text of Note
This book presents new theories and working models in the area of data analytics and learning. The papers included in this volume were presented at the first International Conference on Data Analytics and Learning (DAL 2018), which was hosted by the Department of Studies in Computer Science, University of Mysore, India on 30-31 March 2018. The areas covered include pattern recognition, image processing, deep learning, computer vision, data analytics, machine learning, artificial intelligence, and intelligent systems. As such, the book offers a valuable resource for researchers and practitioners alike.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9789811325144
OTHER EDITION IN ANOTHER MEDIUM
Title
Data Analytics and Learning : Proceedings of DAL 2018.
International Standard Book Number
9789811325137
TOPICAL NAME USED AS SUBJECT
Data mining, Congresses.
Machine learning, Congresses.
COMPUTERS-- General.
Data mining.
Machine learning.
(SUBJECT CATEGORY (Provisional
COM-- 000000
UYQ
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
006
.
312
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
.
D343
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Nagabhushan, P.
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
International Conference on Data Analytics and Learning(1st :2018 :, University of Mysore)
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
University of Mysore.
ORIGINATING SOURCE
Date of Transaction
20200823235434.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
