Proceedings of the Second International Conference on Soft Computing for Problem Solving (SocProS 2012), December 28-30, 2012

Front Matter....Pages i-xxx
Front Matter....Pages 1-1
Insulin Chart Prediction for Diabetic Patients Using Hidden Markov Model (HMM) and Simulated Annealing Method....Pages 3-11
A Single Curve Piecewise Fitting Method for Detecting Valve Stiction and Quantification in Oscillating Control Loops....Pages 13-24
Feed Point Optimization of Fractal Antenna Using GRNN-GA Hybrid Algorithm....Pages 25-30
Diversity Maintenance Perspective: An Analysis of Exploratory Power and Function Optimization in the Context of Adaptive Genetic Algorithms....Pages 31-38
Use of Ant Colony System in Solving Vehicle Routing Problem with Time Window Constraints....Pages 39-50
Energy Saving Model for Sensor Network Using Ant Colony Optimization Algorithm....Pages 51-57
Multi-Objective Optimization of PID Controller for Coupled-Tank Liquid-Level Control System Using Genetic Algorithm....Pages 59-66
Comparative Performance Analysis of Particle Swarm Optimization and Interval Type-2 Fuzzy Logic-Based TCSC Controller Design....Pages 67-74
Improved Parallelization of an Image Segmentation Bio-Inspired Algorithm....Pages 75-82
A Novel Hardware/Software Partitioning Technique for System-on-Chip in Dynamic Partial Reconfiguration Using Genetic Algorithm....Pages 83-91
Solving School Bus Routing Problem Using Hybrid Genetic Algorithm: A Case Study....Pages 93-103
Taguchi-Based Tuning of Rotation Angles and Population Size in Quantum-Inspired Evolutionary Algorithm for Solving MMDP....Pages 105-111
Front Matter....Pages 113-113
Simultaneous Feature Selection and Extraction Using Fuzzy Rough Sets....Pages 115-123
A Fuzzy Programming Approach for Bilevel Stochastic Programming....Pages 125-135
Implementation of Intelligent Water Drops Algorithm to Solve Graph-Based Travelling Salesman Problem....Pages 137-143
Optimization of Complex Mathematical Functions Using a Novel Implementation of Intelligent Water Drops Algorithm....Pages 145-149
A New Centroid Method of Ranking for Intuitionistic Fuzzy Numbers....Pages 151-159
Solution of Multi-Objective Linear Programming Problems in Intuitionistic Fuzzy Environment....Pages 161-171
Analyzing Competitive Priorities for Machine Tool Manufacturing Industry: ANP Based Approach....Pages 173-182
A Modified Variant of RSA Algorithm for Gaussian Integers....Pages 183-187
Front Matter....Pages 113-113
Neural Network and Statistical Modeling of Software Development Effort....Pages 189-198
A New Expected Value Model for the Fuzzy Shortest Path Problem....Pages 199-207
Existence and Uniqueness of Fixed Point in Fuzzy Metric Spaces and its Applications....Pages 209-215
Variable Selection and Fault Detection Using a Hybrid Intelligent Water Drop Algorithm....Pages 217-223
Air Conditioning System with Fuzzy Logic and Neuro-Fuzzy Algorithm....Pages 225-231
Improving the Performance of the Optimization Technique Using Chaotic Algorithm....Pages 233-242
New Reliable Algorithm for Fractional Harry Dym Equation....Pages 243-250
Floating Point-based Universal Fused Add–Subtract Unit....Pages 251-257
New Analytical Approach for Fractional Cubic Nonlinear Schrödinger Equation Via Laplace Transform....Pages 259-270
An Investigation on the Structure of Super Strongly Perfect Graphs on Trees....Pages 271-277
A Novel Approach for Thin Film Flow Problem Via Homotopy Analysis Sumudu Transform Method....Pages 279-285
Buckling and Vibration of Non-Homogeneous Orthotropic Rectangular Plates with Variable Thickness Using DQM....Pages 287-294
A Dual SBM Model with Fuzzy Weights in Fuzzy DEA....Pages 295-304
Ball Bearing Fault Diagnosis Using Continuous Wavelet Transforms with Modern Algebraic Function....Pages 305-312
Engineering Optimization Using SOMGA....Pages 313-322
Goal Programming Approach to Trans-shipment Problem....Pages 323-335
An Efficient Solution to a Multiple Non-Linear Regression Model with Interaction Effect using TORA and LINDO....Pages 337-343
On the Fekete–Szegö Problem for Certain Subclass of Analytic Functions....Pages 345-351
Front Matter....Pages 353-361
Bi-Objective Scheduling on Parallel Machines in Fuzzy Environment....Pages 363-363
Front Matter....Pages 365-372
Inventory Model for Decaying Item with Continuously Variable Holding Cost and Partial Backlogging....Pages 363-363
The Value of Product Life-Cycle for Deteriorating Items in a Closed Loop Under the Reverse Logistics Operations....Pages 373-381
A Fuzzified Production Model with Time Varying Demand Under Shortages and Inflation....Pages 383-395
A Partial Backlogging Inventory Model for Decaying Items: Considering Stock and Price Dependent Consumption Rate in Fuzzy Environment....Pages 397-406
Efficient Protocol Prediction Algorithm for MANET Multimedia Transmission Under JF Periodic Dropping Attack....Pages 407-418
New Placement Strategy for Buffers in Critical Chain....Pages 419-428
Inducing Fuzzy Association Rules with Multiple Minimum Supports for Time Series Data....Pages 429-436
RGA Analysis of Dynamic Process Models Under Uncertainty....Pages 437-445
Front Matter....Pages 447-456
Steps Towards Web Ubiquitous Computing....Pages 457-457
Estimation of Uncertainty Using Entropy on Noise Based Soft Classifiers....Pages 459-463
Location Management in Mobile Computing Using Swarm Intelligence Techniques....Pages 465-480
Fingerprint and Minutiae Points Technique....Pages 481-489
Optimization Problems in Pulp and Paper Industries....Pages 491-499
Integrating ERP with E-Commerce: A New Dimension Toward Growth for Micro, Small and Medium-Scale Enterprises in India....Pages 501-506
A New Heuristic for Disassembly Line Balancing Problems with AND/OR Precedence Relations....Pages 507-517
A New Approach to Rework in Merge Production Systems....Pages 519-525
Front Matter....Pages 527-532
An Iterative Marching with Correctness Criterion Algorithm for Shape from Shading Under Oblique Light Source....Pages 533-533
Enhancement of Mean Shift Tracking Through Joint Histogram of Color and Color Coherence Vector....Pages 535-546
A Rubric Based Assessment of Student Performance Using Fuzzy Logic....Pages 547-555
Representation and Classification of Medicinal Plants: A Symbolic Approach Based on Fuzzy Inference Technique....Pages 557-563
Front Matter....Pages 565-573
Fractal Image Compression Using Dynamically Pipelined GPU Clusters....Pages 533-533
Person Identification Using Components of Average Silhouette Image....Pages 575-581
Modified LSB Method Using New Cryptographic Algorithm for Steganography....Pages 583-589
TDAC: Co-Expressed Gene Pattern Finding Using Attribute Clustering....Pages 591-600
An Introduction to Back Propagation Learning and its Application in Classification of Genome Data Sequence....Pages 601-607
Sobel-Fuzzy Technique to Enhance the Detection of Edges in Grayscale Images Using Auto-Thresholding....Pages 609-615
Front Matter....Pages 617-627
Hesitant k-Nearest Neighbor (HK-nn) Classifier for Document Classification and Numerical Result Analysis....Pages 629-629
Lower Bound on Naïve Bayes Classifier Accuracy in Case of Noisy Data....Pages 631-638
A Neuro-Fuzzy Approach to Diagnose and Classify Learning Disability....Pages 639-644
A Review of Hybrid Machine Learning Approaches in Cognitive Classification....Pages 645-657
“A Safer Cloud”, Data Isolation and Security by Tus-Man Protocol....Pages 659-666
Poem Classification Using Machine Learning Approach....Pages 667-673
Novel Class Detection in Data Streams....Pages 675-682
Analyzing Random Forest Classifier with Different Split Measures....Pages 683-690
Text Classification Using Machine Learning Methods-A Survey....Pages 691-699
Weka-Based Classification Techniques for Offline Handwritten Gurmukhi Character Recognition....Pages 701-709
Front Matter....Pages 711-720
An Efficient Fingerprint Indexing Scheme....Pages 721-721
Gait Biometrics: An Approach to Speed Invariant Human Gait Analysis for Person Identification....Pages 723-728
XML-Based Authentication to Handle SQL Injection....Pages 729-737
Observation Probability in Hidden Markov Model for Credit Card Fraudulent Detection System....Pages 739-749
Front Matter....Pages 751-760
Comparative Study of Feature Reduction and Machine Learning Methods for Spam Detection....Pages 721-721
Generation of Key Bit-Streams Using Sparse Matrix-Vector Multiplication for Video Encryption....Pages 761-769
Steganography-Based Secure Communication....Pages 771-779
Front Matter....Pages 781-792
Heirarchy of Communities in Dynamic Social Network....Pages 793-793
SLAOCMS: A Layered Architecture of SLA Oriented Cloud Management System for Achieving Agreement During Resource Failure....Pages 795-800
Semantic Search in E-Tourism Services: Making Data Compilation Easier....Pages 801-809
Deep Questions in the “Deep or Hidden” Web....Pages 811-820
Combined and Improved Framework of Infrastructure as a Service and Platform as a Service in Cloud Computing....Pages 821-829
Web Site Reorganization Based on Topology and Usage Patterns....Pages 831-839
Web Search Personalization Using Ontological User Profiles....Pages 841-848
Autonomous Computation Offloading Application for Android Phones Using Cloud....Pages 849-855
Optimizing Battery Utilization and Reducing Time Consumption in Smartphones Exploiting the Power of Cloud Computing....Pages 857-864
Front Matter....Pages 865-872
On Clustering of DNA Sequence of Olfactory Receptors Using Scaled Fuzzy Graph Model....Pages 873-873
Linear Hopfield Based Optimization for Combined Economic Emission Load Dispatch Problem....Pages 875-884
Soft Computing Approach for VLSI Mincut Partitioning: The State of the Arts....Pages 885-894
Multimedia Classification Using ANN Approach....Pages 895-903
Live Traffic English Text Monitoring Using Fuzzy Approach....Pages 905-910
Digital Mammogram and Tumour Detection Using Fractal-Based Texture Analysis: A Box-Counting Algorithm....Pages 911-918
Approaches of Computing Traffic Load for Automated Traffic Signal Control: A Survey....Pages 919-930
Comparative Analysis of Neural Model and Statistical Model for Abnormal Retinal Image Segmentation....Pages 931-945
Front Matter....Pages 947-953
An Efficient Training Dataset Generation Method for Extractive Text Summarization....Pages 873-873
Online Identification of English Plain Text Using Artificial Neural Network....Pages 955-963
Novel Approach to Predict Promoter Region Based on Short Range Interaction Between DNA Sequences....Pages 965-971
“Eco-Computation”: A Step Towards More Friendly Green Computing....Pages 973-982
A Comparative Study of Performance of Different Window Functions for Speech Enhancement....Pages 983-991
Methods for Estimation of Structural State of Alkali Feldspars....Pages 993-1002
Iris Recognition System Using Local Features Matching Technique....Pages 1003-1013
Front Matter....Pages 1015-1023
Fast and Accurate Face Recognition Using SVM and DCT....Pages 1025-1025
Multi-Temporal Satellite Image Analysis Using Gene Expression Programming....Pages 1027-1038
An Advanced Approach of Face Alignment for Gender Recognition Using PCA....Pages 1039-1045
Analysis of Pattern Storage Network with Simulated Annealing for Storage and Recalling of Compressed Image Using SOM....Pages 1047-1058
Nonrigid Image Registration of Brain MR Images Using Normalized Mutual Information....Pages 1059-1067
Front Matter....Pages 1069-1077
A Proposal for Deployment of Wireless Sensor Network in Day-to-Day Home and Industrial Appliances for a Greener Environment....Pages 1079-1079
Energy-Aware Mathematical Modeling of Packet Transmission Through Cluster Head from Unequal Clusters in WSN....Pages 1081-1086
Evaluation of Various Battery Models for Bellman Ford Ad hoc Routing Protocol in VANET Using Qualnet....Pages 1087-1099
A Comparative Analysis of Emotion Recognition from Stimulated EEG Signals....Pages 1101-1108
Propagation Delay Analysis for Bundled Multi-Walled CNT in Global VLSI Interconnects....Pages 1109-1115
Improvement in Radiation Parameters Using Single Slot Circular Microstrip Patch Antenna....Pages 1117-1126
A Technique to Minimize the Effect On Resonance Frequency Due to Fabrication Errors of MS Antenna by Operating Dielectric Constant....Pages 1127-1133
Front Matter....Pages 1135-1144
Artificial Neural Network Model for Forecasting the Stock Price of Indian IT Company....Pages 1145-1149
V/f-Based Speed Controllers for an Induction Motor Using AI Techniques: A Comparative Analysis....Pages 1151-1151
Front Matter....Pages 1153-1159
Enhanced Technique to Identify Higher Level Clones in Software....Pages 1161-1171
Privacy Protected Mining Using Heuristic Based Inherent Voting Spatial Cluster Ensembles....Pages 1173-1173
Smart Relay-Based Online Estimation of Process Model Parameters....Pages 1175-1182
Software Cost Estimation Using Similarity Difference Between Software Attributes....Pages 1183-1193
Mining Knowledge from Engineering Materials Database for Data Analysis....Pages 1195-1203
Rule Based Architecture for Medical Question Answering System....Pages 1205-1215
Front Matter....Pages 1217-1223
Adaptive Mutation-Driven Search for Global Minima in 3D Coulomb Clusters: A New Method with Preliminary Applications....Pages 1225-1233
A New Rough-Fuzzy Clustering Algorithm and its Applications....Pages 1235-1235
A Novel Rough Set Based Clustering Approach for Streaming Data....Pages 1237-1243
Optimizing Number of Cluster Heads in Wireless Sensor Networks for Clustering Algorithms....Pages 1245-1251
Data Clustering Using Cuckoo Search Algorithm (CSA)....Pages 1253-1265
Search Result Clustering Through Expectation Maximization Based Pruning of Terms....Pages 1267-1274
Intensity-Based Detection of Microcalcification Clusters in Digital Mammograms using Fractal Dimension....Pages 1275-1283
Front Matter....Pages 1285-1292
Palmprint Recognition Using Geometrical and Statistical Constraints....Pages 1293-1299
A Diversity-Based Comparative Study for Advance Variants of Differential Evolution....Pages 1301-1301
Computing Vectors Based Document Clustering and Numerical Result Analysis....Pages 1303-1315
Altered Fingerprint Identification and Classification Using SP Detection and Fuzzy Classification....Pages 1317-1331
Optimal Advertisement Planning for Multi Products Incorporating Segment Specific and Spectrum Effect of Different Medias....Pages 1333-1341
Front Matter....Pages 1343-1349
Two Storage Inventory Model for Perishable Items with Trapezoidal Type Demand Under Conditionally Permissible Delay in Payment....Pages 1351-1368
Development of an EOQ Model for Multi Source and Destinations, Deteriorating Products Under Fuzzy Environment....Pages 1301-1301
A Goal Programming Model for Advertisement Selection on Online News Media....Pages 1369-1385
An Integrated Approach and Framework for Document Clustering Using Graph Based Association Rule Mining....Pages 1387-1400
Desktop Virtualization and Green Computing Solutions....Pages 1401-1419
Noise Reduction from the Microarray Images to Identify the Intensity of the Expression....Pages 1421-1437
A Comparative Study on Machine Learning Algorithms in Emotion State Recognition Using ECG....Pages 1439-1449
Fault Diagnosis of Ball Bearings Using Support Vector Machine and Adaptive Neuro Fuzzy Classifier....Pages 1451-1465
Designing a Closed-Loop Logistic Network in Supply Chain by Reducing its Unfriendly Consequences on Environment....Pages 1467-1476
Optimal Component Selection Based on Cohesion and Coupling for Component-Based Software System....Pages 1477-1482
Some Issues on Choices of Modalities for Multimodal Biometric Systems....Pages 1483-1498
An Adaptive Iterative PCA-SVM Based Technique for Dimensionality Reduction to Support Fast Mining of Leukemia Data....Pages 1499-1512
Social Evolution: An Evolutionary Algorithm Inspired by Human Interactions....Pages 1513-1523
A Survey on Filter Techniques for Feature Selection in Text Mining....Pages 1525-1535
An Effective Hybrid Method Based on DE, GA, and K-means for Data Clustering....Pages 1537-1544
Studies and Evaluation of EIT Image Reconstruction in EIDORS with Simulated Boundary Data....Pages 1545-1559
Coverage of Indoor WLAN in Obstructed Environment Using Particle Swarm Optimization....Pages 1561-1572
Stereovision for 3D Information....Pages 1573-1581
Back Matter....Pages 1583-1594
....Pages 1595-1602