Computational Intelligence in Data Mining - Volume 1: Proceedings of the International Conference on CIDM, 20-21 December 2014

Front Matter....Pages i-xxviii
Radiology Information System’s Mechanisms: HL7-MHS and HL7/DICOM Translation....Pages 1-9
Optimal Control of Twin Rotor MIMO System Using LQR Technique....Pages 11-21
Hybrid Synchronous Discrete Distance Time Model for Traffic Signal Optimization....Pages 23-33
Hybrid Gravitational Search and Particle Swarm Based Fuzzy MLP for Medical Data Classification....Pages 35-43
HOG Based Radial Basis Function Network for Brain MR Image Classification....Pages 45-56
Hybrid CRO Based FLANN for Financial Credit Risk Forecasting....Pages 57-65
Improved Mean Variance Mapping Optimization for the Travelling Salesman Problem....Pages 67-75
Partial Segmentation and Matching Technique for Iris Recognition....Pages 77-86
Medical Data Mining for Discovering Periodically Frequent Diseases from Transactional Databases....Pages 87-96
Bandwidth Enhancement by Direct Coupled Antenna for WLAN/GPS/WiMax Applications and Feed Point Analysis Through ANN....Pages 97-108
Optimal Power Flow Using PSO....Pages 109-121
Video Retrieval Using Local Binary Pattern....Pages 123-130
Mobile Agent Communication Protocols: A Comparative Study....Pages 131-141
Automatic Vehicle Identification: LPR with Enhanced Noise Removal Technique....Pages 143-153
GLCM Based Texture Features for Palmprint Identification System....Pages 155-163
Virtual 3D Trail Mirror to Project the Image Reality....Pages 165-174
Data Aggregation Using Dynamic Tree with Minimum Deformations....Pages 175-186
An Improved Cat Swarm Optimization Algorithm for Clustering....Pages 187-197
Watermarking Techniques in Curvelet Domain....Pages 199-211
A Method for the Selection of Software Testing Techniques Using Analytic Hierarchy Process....Pages 213-220
Implementation of an Anti-phishing Technique for Secure Login Using USB (IATSLU)....Pages 221-231
Clustering Based on Fuzzy Rule-Based Classifier....Pages 233-242
Automatic Contrast Enhancement for Wireless Capsule Endoscopy Videos with Spectral Optimal Contrast-Tone Mapping....Pages 243-250
Cuckoo Search Algorithm Based Optimal Tuning of PID Structured TCSC Controller....Pages 251-263
Design and Simulation of Fuzzy System Using Operational Transconductance Amplifier....Pages 265-273
DFT and Wavelet Based Smart Virtual Measurement and Assessment of Harmonics in Distribution Sector....Pages 275-284
Addressing Object Heterogeneity Through Edge Cluster in Multi-mode Networks....Pages 285-292
Microstrip Patch Antenna with Defected Ground Plane for UWB Applications....Pages 293-302
An Enhanced K-means Clustering Based Outlier Detection Techniques to Improve Water Contamination Detection and Classification....Pages 303-313
A System for Recognition of Named Entities in Odia Text Corpus Using Machine Learning Algorithm....Pages 315-324
A New Grouping Method Based on Social Choice Strategies for Group Recommender System....Pages 325-332
An Improved PSO Based Back Propagation Learning-MLP (IPSO-BP-MLP) for Classification....Pages 333-344
GDFEC Protocol for Heterogeneous Wireless Sensor Network....Pages 345-354
An ANN Model to Classify Multinomial Datasets with Optimized Target Using Particle Swarm Optimization Technique....Pages 355-364
Novel Approach: Deduplication for Backup Systems Using Data Block Size....Pages 365-373
Segmentation Google Earth Imagery Using K-Means Clustering and Normalized RGB Color Space....Pages 375-386
Texture Based Associative Classifier—An Application of Data Mining for Mammogram Classification....Pages 387-400
Particle Swarm Optimization Based Higher Order Neural Network for Classification....Pages 401-414
K-Strange Points Clustering Algorithm....Pages 415-425
Effective Detection of Kink in Helices from Amino Acid Sequence in Transmembrane Proteins Using Neural Network....Pages 427-435
A Novel Semantic Clustering Approach for Reasonable Diversity in News Recommendations....Pages 437-445
Prediction of Blood Brain Barrier Permeability of Ligands Using Sequential Floating Forward Selection and Support Vector Machine....Pages 447-458
Feature Filtering of Amino Acid Sequences Using Rough Set Theory....Pages 459-467
Parameter Optimization in Genetic Algorithm and Its Impact on Scheduling Solutions....Pages 469-477
Comparison of Performance of Different Functions in Functional Link Artificial Neural Network: A Case Study on Stock Index Forecasting....Pages 479-487
Application of RREQ Packet in Modified AODV(m-AODV) in the Contest of VANET....Pages 489-502
Characterization of Transaction-Safe Cluster Allocation Strategies of TexFAT File System for Embedded Storage Devices....Pages 503-515
An Efficient PSO-GA Based Back Propagation Learning-MLP (PSO-GA-BP-MLP) for Classification....Pages 517-527
Analysis of New Data Sources in Modern Teaching and Learning Processes in the Perspective of Personalized Recommendation....Pages 529-539
Hybrid Single Electron Transistor Based Low Power Consuming Odd Parity Generator and Parity Checker Circuit in 22 nm Technology....Pages 541-548
Comparative Analysis of Decision Tree Algorithms: ID3, C4.5 and Random Forest....Pages 549-562
Digital Forensic in Cloudsim....Pages 563-572
A Novel Genetic Based Framework for the Detection and Destabilization of Influencing Nodes in Terrorist Network....Pages 573-582
Analyzing User’s Comments to Peer Recommendations in Virtual Communities....Pages 583-592
Fuzzy-Based Reliable Spectrum Tree Formation for Efficient Communication in Cognitive Radio Ad Hoc Network....Pages 593-601
Realization of Digital Down Convertor Using Xilinx System Generator....Pages 603-612
Probabilistic Ranking of Documents Using Vectors in Information Retrieval....Pages 613-624
An Approach for Computing Dynamic Slices of Structured Programs Using Dependence Relations....Pages 625-635
Sub-block Features Based Image Retrieval....Pages 637-646
A CRO Based FLANN for Forecasting Foreign Exchange Rates Using FLANN....Pages 647-664
Performance Analysis of IEEE 802.11 in the Presence of Hidden Terminal for Wireless Networks....Pages 665-676
Application of Firefly Algorithm for AGC Under Deregulated Power System....Pages 677-687
Base Station Controlled Spectrum Allocation Technique to Detect the PUE Attack in CWSN....Pages 689-698
Object Based Image Steganography with Pixel Polygon Tracing....Pages 699-709
Back Matter....Pages 711-713