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Behera, Himansu Sekhar

Computational Intelligence in Data Mining

Behera, Himansu Sekhar - Computational Intelligence in Data Mining, ebook

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ISBN: 9789811038747
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Table of contents

1. Safety and Crime Assistance System for a Fast Track Response on Mobile Devices in Bhubaneswar
Debabrata Singh, Abhijeet Das, Abhijit Mishra, Binod Kumar Pattanayak

2. Major Global Energy (Biomass)
Sukhleen Kaur, Vandana Mukhija, Kamal Kant Sharma, Inderpreet Kaur

3. Detecting Targeted Malicious E-Mail Using Linear Regression Algorithm with Data Mining Techniques
A. Sesha Rao, P. S. Avadhani, Nandita Bhanja Chaudhuri

4. Classical and Evolutionary Image Contrast Enhancement Techniques: Comparison by Case Studies
Manmohan Sahoo

5. Cost Effectiveness Analysis of a Vertical Midimew-Connected Mesh Network (VMMN)
M. M. Hafizur Rahman, Faiz Al Faisal, Rizal Mohd Nor, T. M. T. Sembok, Dhiren Kumar Behera, Yasushi Inoguchi

6. Cluster Analysis Using Firefly-Based K-means Algorithm: A Combined Approach
Janmenjoy Nayak, Bighnaraj Naik, H. S. Behera

7. A Study of Dimensionality Reduction Techniques with Machine Learning Methods for Credit Risk Prediction
E. Sivasankar, C. Selvi, C. Mala

8. A Fuzzy Knowledge Based Mechanism for Secure Data Aggregation in Wireless Sensor Networks
Sasmita Acharya, C. R. Tripathy

9. Estimation of Noise in Digital Image
K. G. Karibasappa, K. Karibasappa

10. Image Compression Using Shannon Entropy-Based Image Thresholding
Karri Chiranjeevi, Uma Ranjan Jena, Asha Harika

11. Solving Sparsity Problem in Rating-Based Movie Recommendation System
Nitin Mishra, Saumya Chaturvedi, Vimal Mishra, Rahul Srivastava, Pratibha Bargah

12. Combining Apriori Approach with Support-Based Count Technique to Cluster the Web Documents
Rajendra Kumar Roul, Sanjay Kumar Sahay

13. Genetic Algorithm Based Correlation Enhanced Prediction of Online News Popularity
Swati Choudhary, Angkirat Singh Sandhu, Tribikram Pradhan

14. CSIP—Cuckoo Search Inspired Protocol for Routing in Cognitive Radio Ad Hoc Networks
J. Ramkumar, R. Vadivel

15. Performance Analysis of Airplane Health Surveillance System
N. B. Rachana, S. Seema

16. A Parallel Forecasting Approach Using Incremental K-means Clustering Technique
Swagatika Sahoo

17. Key Author Analysis in 1 and 1.5 Degree Egocentric Collaboration Network
Anand Bihari, Sudhakar Tripathi

18. Customer Segmentation by Various Clustering Approaches and Building an Effective Hybrid Learning System on Churn Prediction Dataset
E. Sivasankar, J. Vijaya

19. An Artificial Neural Network Model for a Diesel Engine Fuelled with Mahua Biodiesel
N. Acharya, S. Acharya, S. Panda, P. Nanda

20. An Application of NGBM for Forecasting Indian Electricity Power Generation
Dushant P. Singh, Prashant J. Gadakh, Pravin M. Dhanrao, Sharmila Mohanty, Debabala Swain, Debabrata Swain

21. Publishing Personal Information by Preserving Privacy in Vertically Partitioned Distributed Databases
R. Srinivas, K. A. Sireesha, Shaik Vahida

22. Maintaining Security Concerns to Cloud Services and Its Application Vulnerabilities
Lakkireddy Venkateswara Reddy, Vajragiri Viswanath

23. Fuzzy Clustering with Improved Swarm Optimization and Genetic Algorithm: Hybrid Approach
Bighnaraj Naik, Sarita Mahapatra, Janmenjoy Nayak, H. S. Behera

24. RF-Based Thermal Validation and Monitoring Software for Temperature Sensitive Products
P. Siva Sowmya, P. Srinivasa Reddi

25. Quantitative Analysis of Frequent Itemsets Using Apriori Algorithm on Apache Spark Framework
Ramesh Dharavath, Shashi Raj

26. E-CLONALG: An Enhanced Classifier Developed from CLONALG
Arijit Panigrahy, Rama Krushna Das

27. Encryption First Split Next Model for Co-tenant Covert Channel Protection
S. Rama Krishna, B. Padmaja Rani

28. Cognitive Radio: A Technological Review on Technologies, Spectrum Awareness, Channel Awareness, and Challenges
Gourav Misra, Arun Agarwal, Sourav Misra, Kabita Agarwal

29. Chessography: A Cryptosystem Based on the Game of Chess
Vaishnavi Ketan Kamat

30. Odia Compound Character Recognition Using Stroke Analysis
Dibyasundar Das, Ratnakar Dash, Banshidhar Majhi

31. A Comparative Study and Performance Analysis of Routing Algorithms for MANET
Mohammed Abdul Bari, Sanjay Kalkal, Shahanawaj Ahmad

32. Classification of Research Articles Hierarchically: A New Technique
Rajendra Kumar Roul, Jajati Keshari Sahoo

33. Experimental Study of Multi-fractal Geometry on Electronic Medical Images Using Differential Box Counting
Tina Samajdar, Prasant Kumar Pattnaik

34. Tsallis Entropy Based Image Thresholding for Image Segmentation
M. S. R. Naidu, P. Rajesh Kumar

35. Efficient Techniques for Clustering of Users on Web Log Data
P. Dhana Lakshmi, K. Ramani, B. Eswara Reddy

36. Critique on Signature Analysis Using Cellular Automata and Linear Feedback Shift Register
Shaswati Patra, Supriti Sinhamahapatra, Samaresh Mishra

37. SparshJa: A User-Centric Mobile Application Designed for Visually Impaired
Prasad Gokhale, Neha Pimpalkar, Nupur Sawke, Debabrata Swain

38. A Novel Approach for Tracking Sperm from Human Semen Particles to Avoid Infertility
Sumant Kumar Mohapatra, Sushil Kumar Mahapatra, Sakuntala Mahapatra, Santosh Kumar Sahoo, Shubhashree Ray, Smruti Ranjan Dash

39. The Use Robotics for Underwater Research Complex Objects
Sergei Sokolov, Anton Zhilenkov, Anatoliy Nyrkov, Sergei Chernyi

40. Elicitation of Testing Requirements from the Selected Set of Software’s Functional Requirements Using Fuzzy-Based Approach
Mohd. Sadiq, Neha

41. Analysis of TCP Variant Protocol Using Active Queue Management Techniques in Wired-Cum-Wireless Networks
Sukant Kishoro Bisoy, Bibudhendu Pati, Chhabi Rani Panigrahi, Prasant Kumar Pattnaik

42. Image Texture-Based New Cryptography Scheme Using Advanced Encryption Standard
Ram Chandra Barik, Suvamoy Changder, Sitanshu Sekhar Sahu

43. MusMed: Balancing Blood Pressure Using Music Therapy and ARBs
V. Ramasamy, Joyanta Sarkar, Rinki Debnath, Joy Lal Sarkar, Chhabi Rani Panigrahi, Bibudhendu Pati

44. Interprocedural Conditioned Slicing
Madhusmita Sahu, Durga Prasad Mohapatra

45. Face Biometric-Based Document Image Retrieval Using SVD Features
Umesh D. Dixit, M. S. Shirdhonkar

46. Learning Visual Word Patterns Using BoVW Model for Image Retrieval
P. Arulmozhi, S. Abirami

47. Test Scenario Prioritization Using UML Use Case and Activity Diagram
Prachet Bhuyan, Abhishek Ray, Manali Das

48. Conditioned Slicing of Aspect-Oriented Program
Abhishek Ray, Chandrakant Kumar Niraj

49. Comparative Analysis of Different Land Use–Land Cover Classifiers on Remote Sensing LISS-III Sensors Dataset
Ajay D. Nagne, Rajesh Dhumal, Amol Vibhute, Karbhari V. Kale, S. C. Mehrotra

50. Review on Assistive Reading Framework for Visually Challenged
Avinash Verma, Deepak Kumar Singh, Nitesh Kumar Singh

51. Performance Evaluation of the Controller in Software-Defined Networking
Suchismita Rout, Sudhansu Shekhar Patra, Bibhudatta Sahoo

52. Task-Scheduling Algorithms in Cloud Environment
Preeta Sarkhel, Himansu Das, Lalit K. Vashishtha

53. Skin-Colored Gesture Recognition and Support Vector Machines-Based Classification of Light Sources by Their Illumination Properties
Shreyasi Bandyopadhyay, Sabarna Choudhury, Riya Ghosh, Saptam Santra, Rabindranath Ghosh

54. Test Case Prioritization Using UML State Chart Diagram and End-User Priority
Namita Panda, Arup Abhinna Acharya, Prachet Bhuyan, Durga Prasad Mohapatra

55. Performance Analysis of Spectral Features Based on Narrowband Vegetation Indices for Cotton and Maize Crops by EO-1 Hyperion Dataset
Rajesh K. Dhumal, Amol D. Vibhute, Ajay D. Nagne, Karbhari V. Kale, Suresh C. Mehrotra

56. Measuring Hit Ratio Metric for SOA-Based Application Using Black-Box Testing
A. Dutta, S. Godboley, D. P. Mohapatra

57. Circularly Polarized MSA with Suspended L-shaped Strip for ISM Band Application
Kishor B. Biradar, Mansi S. Subhedar

58. A Genetic Algorithm with Naive Bayesian Framework for Discovery of Classification Rules
Pooja Goyal, Saroj

59. Study of a Multiuser Kurtosis Algorithm and an Information Maximization Algorithm for Blind Source Separation
Monorama Swain, Rachita Biswal, Rutuparna Panda, Prithviraj Kabisatpathy

60. Use of Possibilistic Fuzzy C-means Clustering for Telecom Fraud Detection
Sharmila Subudhi, Suvasini Panigrahi

61. A Classification Model to Analyze the Spread and Emerging Trends of the Zika Virus in Twitter
B. K. Tripathy, Saurabh Thakur, Rahul Chowdhury

62. Prediction of Child Tumours from Microarray Gene Expression Data Through Parallel Gene Selection and Classification on Spark
Y. V. Lokeswari, Shomona Gracia Jacob

63. Handover Decision in Wireless Heterogeneous Networks Based on Feedforward Artificial Neural Network
Archa G. Mahira, Mansi S. Subhedar

64. Tweet Cluster Analyzer: Partition and Join-based Micro-clustering for Twitter Data Stream
M. Arun Manicka Raja, S. Swamynathan

65. Contour-Based Real-Time Hand Gesture Recognition for Indian Sign Language
Rajeshri R. Itkarkar, Anilkumar Nandi, Bhagyashri Mane

66. Firefly Algorithm for Feature Selection in Sentiment Analysis
Akshi Kumar, Renu Khorwal

67. Adaptive Dynamic Genetic Algorithm Based Node Scheduling for Time-Triggered Systems
B. Abdul Rahim, K. Soundara Rajan

68. Deformation Monitoring of Volcanic Eruption Using DInSAR Method
P. Saranya, K. Vani

69. Effective Printed Tamil Text Segmentation and Recognition Using Bayesian Classifier
S. Manisha, T. Sree Sharmila

70. Retrieval of Homogeneous Images Using Appropriate Color Space Selection
L. K. Pavithra, T. Sree Sharmila

71. Stylometry Detection Using Deep Learning
K. Surendran, O. P. Harilal, P. Hrudya, Prabaharan Poornachandran, N. K. Suchetha

72. SVPWM-Based DTC Controller for Brushless DC Motor
G. T. Chandra Sekhar, Budi Srinivasa Rao, Krishna Mohan Tatikonda

73. Implementation of IoT-Based Smart Video Surveillance System
Sonali P. Gulve, Suchitra A. Khoje, Prajakta Pardeshi

74. Context-Aware Recommendations Using Differential Context Weighting and Metaheuristics
Kunal Gusain, Aditya Gupta

75. A Multi-clustering Approach to Achieve Energy Efficiency Using Mobile Sink in WSN
Samaleswari Pr. Nayak, S. C. Rai, Sipali Pradhan

76. Selection of Similarity Function for Context-Aware Recommendation Systems
Aditya Gupta, Kunal Gusain

77. Medical Dataset Classification Using k-NN and Genetic Algorithm
Santosh Kumar, G. Sahoo

78. Analysis of Static Power System Security with Support Vector Machine
B Seshasai, A Santhi, Ch Jagan Mohana Rao, B Manmadha Rao, G. T. Chandra Sekhar

79. Credit Card Fraud Detection Using a Neuro-Fuzzy Expert System
Tanmay Kumar Behera, Suvasini Panigrahi

Keywords: Engineering, Computational Intelligence, Data Mining and Knowledge Discovery, Artificial Intelligence (incl. Robotics)

Editor
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Advances in Intelligent Systems and Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9789811038747
Printed ISBN
978-981-10-3873-0

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