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Mining Intelligence and Knowledge Exploration: First International Conference, MIKE 2013, Tamil Nadu, India, December 18-20, 2013, Proceedings 2013 ed. [Mīkstie vāki]

  • Formāts: Paperback / softback, 845 pages, height x width: 235x155 mm, 355 Illustrations, black and white; XVIII, 845 p. 355 illus., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 8284
  • Izdošanas datums: 02-Dec-2013
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319038435
  • ISBN-13: 9783319038438
  • Mīkstie vāki
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  • Formāts: Paperback / softback, 845 pages, height x width: 235x155 mm, 355 Illustrations, black and white; XVIII, 845 p. 355 illus., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 8284
  • Izdošanas datums: 02-Dec-2013
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319038435
  • ISBN-13: 9783319038438
This book constitutes the proceedings of the First International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2013, held in Tamil Nadu, India on December 2013. The 82 papers presented were carefully reviewed and selected from 334 submissions. The papers cover the topics such as feature selection, classification, clustering, image processing, network security, speech processing, machine learning, information retrieval, recommender systems, natural language processing, language, cognition and computation and other certain problems in dynamical systems.
A Feature Selection Method Using Hierarchical Clustering
1(6)
Cheong Hee Park
Rank Aggregation for Filter Feature Selection in Credit Scoring
7(9)
Waad Bouaguel
Ghazi Bel Mufti
Mohamed Limam
Hybrid Approach for Palmprint Recognition Using Compound Features
16(12)
N.L. Manasa
A. Govardhan
Ch. Satyanarayana
An Empirical Evaluation of SVM on Meta Features for Authorship Attribution of Online Texts
28(10)
Hongwei Yao
Tieyun Qian
Li Chen
Manyun Qian
Xueyu Mo
An Empirical Comparison of Discretization Methods for Neural Classifier
38(12)
M. Gethsiyal Augasta
Thangairulappan Kathirvalavakumar
Using a Normalized Score Multi-Label KNN to Classify Multi-label Herbal Formulae
50(12)
Verayuth Lertnattee
Sinthop Chomya
Chanisara Lueviphan
Unsupervised Approach to Hindi Music Mood Classification
62(8)
Braja Gopal Patra
Dipankar Das
Sivaji Bandyopadhyay
Motion Intensity Code for Action Recognition in Video Using PCA and SVM
70(12)
J. Arunnehru
M. Kalaiselvi Geetha
Performance Analysis of Tree Based Classification Algorithms for Intrusion Detection System
82(8)
G.V. Nadiammai
M. Hemalatha
Heart Disease Classification Using PCA and Feed Forward Neural Networks
90(10)
T. Santhanam
E.P. Ephzibah
Non-disjoint Cluster Analysis with Non-uniform Density
100(12)
Chiheb-Eddine Ben N'Cir
Nadia Essoussi
Segmentation of Crop Nutrient Deficiency Using Intuitionistic Fuzzy C-Means Color Clustering Algorithm
112(8)
P. Balasubramaniam
V.P. Ananthi
An Efficient Artificial Bee Colony and Fuzzy C Means Based Co-regulated Biclustering from Gene Expression Data
120(10)
K. Sathishkumar
E. Balamurugan
P. Narendran
Bisecting K-Means Initialization Technique for Protein Sequence Motif Identification
130(9)
M. Chitralegha
K. Thangavel
A Proposed Hybrid Medoid Shift with K-Means (HMSK) Segmentation Algorithm to Detect Tumor and Organs for Effective Radiotherapy
139(9)
V.V. Gomathi
S. Karthikeyan
Face Representation Using Averaged Wavelet, Micro Patterns and Recognition Using RBF Network
148(12)
Thangairulappan Kathirvalavakumar
J. Jebakumari Beulah Vasanthi
Face Recognition in Very Low Bit Rate SPIHT Compressed Facial Images
160(13)
Karuppana Gounder Somasundaram
Nagappan Palaniappan
Modified Kittler and Illingworth's Thresholding for MRI Brain Image Segmentation
173(7)
T. Kalaiselvi
P. Nagaraja
Histogram Based Split and Merge Framework for Shot Boundary Detection
180(12)
D.S. Guru
Mohamad Suhil
Boundary Detection of Objects in Digital Images Using Bit-Planes and Threshold Modified Canny Method
192(9)
P. Shanmugavadivu
Ashish Kumar
Segmentation of Mango Region from Mango Tree Image
201(11)
D.S. Guru
H.G. Shivamurthy
Detection and Removal of Scratches in Images
212(12)
S. Bhuvaneswari
T.S. Subashini
N. Thillaigovindan
An Automatic Method to Locate Tumor from MRI Brain Images Using Wavelet Packet Based Feature Set
224(10)
T. Kalaiselvi
S. Karthigai Selvi
Segmentation of Microcalcifications in Digital Mammogram Images Using Intensity Modified BlackTop-Hat Transformation and Gauss Distribution
234(7)
P. Shanmugavadivu
S.G. Lakshmi Narayanan
Intensity, Shape and Size Based Detection of Lung Nodules from CT Images
241(10)
K. Veerakumar
C.G. Ravichandran
Detection of Cardiac Abnormality from Measures Calculated from Segmented Left Ventricle in Ultrasound Videos
251(9)
G.N. Balaji
T.S. Subashini
A Comparative Study of Wavelet Coders for Image Compression
260(10)
PL. Chithra
K. Srividhya
Directional Decomposition for Odia Character Recognition
270(9)
Chandana Mitra
Arun K. Pujari
Efficient Touching Text Line Segmentation in Tamil Script Using Horizontal Projection
279(10)
Thangairulappan Kathirvalavakumar
M. Karthigai Selvi
eCS: Enhanced Character Segmentation -- A Structural Approach for Handwritten Kannada Scripts
289(10)
C. Naveena
V.N. Manjunath Aradhya
S.K. Niranjan
Image Restoration by Using Evolutionary Technique to Denoise Gaussian and Impulse Noise
299(11)
Nallaperumal Krishnan
Subramanyam Muthukumar
Subban Ravi
D. Shashikala
P. Pasupathi
Digital Watermarking Using Modified Techniques in Spectral Domain of Images
310(6)
Yashwanth Kanduri
Madhuri Midatala
Materialized View Selection Using Memetic Algorithm
316(12)
T.V. Vijay Kumar
Santosh Kumar
Forgery Detection in Ballistic Motion Videos Using Motion Estimation and Modelling
328(12)
Jithin Raj
Madhu S. Nair
An Extended Region Incrementing Visual Cryptography Scheme Using Unexpanded Meaningful Shares
340(10)
T. Anila
M. Wilscy
Online Signature Verification Based on Recursive Subset Training
350(12)
D.S. Guru
K.S. Manjunatha
S. Manjunath
An Authenticated Transitive-Closure Scheme for Secure Group Communication in MANETS
362(8)
B. Gopalakrishnan
A. Shanmugam
A Novel Ensemble Learning-Based Approach for Click Fraud Detection in Mobile Advertising
370(13)
Kasun S. Perera
Bijay Neupane
Mustafa Amir Faisal
Zeyar Aung
Wei Lee Woon
Neutral Speech to Anger Speech Conversion Using Prosody Modification
383(8)
Anil Kumar Vuppala
J. Limmayya
G. Raghavendra
Expressive Speech Synthesis System Using Unit Selection
391(11)
Mukta Gahlawat
Amita Malik
Poonam Bansal
Edge Based Graph Neural Network to Recognize Semigraph Representation of English Alphabets
402(11)
R.B. Gnana Jothi
S.M. Meena Rani
Neural Rotor Time Constant Estimation for Indirect Vector Controlled Induction Motor Drives
413(10)
Moulay Rachid Douiri
Ouissam Belghazi
Mohamed Cherkaoui
Knowledge Discovery from Heart Disease Dataset Using Optimized Neural Network
423(9)
R. Chitra
V. Seenivasagam
Causality Inference Techniques for In-Silico Gene Regulatory Network
432(12)
Swarup Roy
Dipankar Das
Dhrubajyoti Choudhury
Gunenja G. Gohain
Ramesh Sharma
Dhruba K. Bhattacharyya
Multidimensional Longest Increasing Subsequences and Its Variants Discovery Using DNA Operations
444(9)
Balaraja Lavanya
Annamalai Murugan
A Peer-to-Peer Dynamic Multi-objective Particle Swarm Optimizer
453(13)
Hrishikesh Dewan
Raksha B. Nayak
V. Susheela Devi
Reduce Energy Consumption through Virtual Machine Placement in Cloud Data Centre
466(9)
Nongmaithem Ajith Singh
M. Hemalatha
Multi-release Software: An Approach for Assessment of Reliability Metrics from Field Data
475(12)
Varuvel Antony Gratus
Xavier Pruno Pratibha
On Emulating Real-World Distributed Intelligence Using Mobile Agent Based Localized Idiotypic Networks
487(12)
Shashi Shekhar Jha
Kunal Shrivastava
Shivashankar B. Nair
Dependency-Based Query Scheduling in Distributed Data Warehouse Environment
499(7)
Sakkarapani Krishnaveni
M. Hemalatha
A Novel Bat Algorithm Based Re-tuning of PI Controller of Coal Gasifier for Optimum Response
506(12)
Rangasamy Kotteeswaran
Lingappan Sivakumar
FI-FCM Algorithm for Business Intelligence
518(11)
P. Prabhu
N. Anbazhagan
An Algorithmic Formulation for Extracting Learning Concepts and Their Relatedness in eBook Texts
529(12)
Rajesh Piryani
Ashraf Uddin
Madhavi Devaraj
Vivek Kumar Singh
Mining for Marks: A Comparison of Classification Algorithms when Predicting Academic Performance to Identify "Students at Risk"
541(12)
Lebogang Mashiloane
Mike Mchunu
Determining Students Expectation in Present Education System Using Fuzzy Analytic Hierarchy Process
553(14)
S. Rajaprakash
R. Ponnusamy
Qualitative Learning Outcome through Computer Assisted Instructions
567(12)
Tamali Bhattacharyya
Rajendra Prasath
Bani Bhattacharya
Bayesian Classification for Image Retrieval Using Visual Dictionary
579(9)
M.K. Nazirabegum
N. Radha
Applying Latent Semantic Analysis to Optimize Second-order Co-occurrence Vectors for Semantic Relatedness Measurement
588(12)
Ahmad Pesaranghader
Ali Pesaranghader
Azadeh Rezaei
A Fuzzy Approach to Multidimensional Context Aware e-Learning Recommender System
600(11)
Pragya Dwivedi
Kamal K. Bharadwaj
An Analytical Study on Frequent Itemset Mining Algorithms
611(7)
K. Pazhani Kumar
S. Arumugaperumal
Similarity Aggregation a New Version of Rank Aggregation Applied to Credit Scoring Case
618(11)
Waad Bouaguel
Ghazi Bel Mufti
Mohamed Limam
Learning a Concept Based Ranking Model with User Feedback
629(11)
E. Umamaheswari
T.V. Geetha
Tuning of Expansion Terms by PRF and WordNet Integrated Approach for AQE
640(12)
Ramakrishna Kolikipogu
B. Padmaja Rani
Concept Based Personalized Search and Collaborative Search Using Modified HITS Algorithm
652(11)
G. Pavai
E. Umamaheswari
T.V. Geetha
Group Recommender System Based on Rank Aggregation -- An Evolutionary Approach
663(14)
Ritu Meena
Kamal K. Bharadwaj
Concept Similarity Based Academic Tweet Community Detection Using Label Propagation
677(10)
G. Manju
T.V. Geetha
Automatic Tagging of Texts with Contextual Factors Using Knowledge Concepts
687(8)
Rajendra Prasath
Philip O'Reilly
Aidan Duane
MetaProPOS++: An Automatic Approach for a Meta Process Patterns' Ontology Population
695(14)
Nahla Jlaiel
Refka Aissa
Mohamed Ben Ahmed
Discovery of Common Nominal Facts for Coreference Resolution: Proof of Concept
709(8)
Maciej Ogrodniczuk
Hybrid Algorithm for Multilingual Summarization of Hindi and Punjabi Documents
717(11)
Vishal Gupta
Identifying Psychological Theme Words from Emotion Annotated Interviews
728(12)
Ankita Brahmachari
Priya Singh
Avdhesh Garg
Dipankar Das
Temporal Expression Recognition in Hindi
740(11)
Nitin Ramrakhiyani
Prasenjit Majumder
A Joint Source Channel Model for the English to Bengali Back Transliteration
751(10)
Tirthankar Dasgupta
Manjira Sinha
Anupam Basu
Named Entity Recognition for Gujarati: A CRF Based Approach
761(8)
Vipul Garg
Nikit Saraf
Prasenjit Majumder
How Word Order Affects Sentence Comprehension in Bangla: A Computational Approach to Simple Sentence
769(11)
Manjira Sinha
Koustav Rudra
Tirthankar Dasgupta
Anupam Basu
Importance of Utterance Partitioning in SVM Classifier with GMM Supervectors for Text-Independent Speaker Verification
780(10)
Nirmalya Sen
Hemant. A. Patil
Shyamal Kr. Das Mandal
K. Sreenivasa Rao
L1 Bengali Phonological Interference on L2 English - Analysis of Bengali AESOP Corpus
790(9)
Shambhu Nath Saha
Shyamal Kr. Das Mandal
Evolution of the Modern Phase of Written Bangla: A Statistical Study
799(7)
Paheli Bhattacharya
Arnab Bhattacharya
Contextualizing Time in Linguistic Discourse: Cues to Individuate and to Order Events
806(8)
Samir Karmakar
Utterance Discourse and Meaning: A Pragmatic Journey with the Bangla Discourse Particle /na/
814(9)
Rimi Ghosh Dastidar
Sibansu Mukhopadhyay
Symmetry in Prosodic Pattern of Rhyme and Daily Speech: Pragmatics of Perception
823(8)
Rimi Ghosh Dastidar
Prosody Modeling: A Review Report on Indian Language
831(12)
Sudipta Acharya
Shyamal Kr. Das Mandal
Author Index 843