Advances in Machine Learning and Signal Processing: Proceedings of MALSIP 2015

Front Matter....Pages i-ix
User Identification of Keystroke Biometric Patterns with the Cognitive RAM Weightless Neural Net....Pages 1-12
Topology-Aware Mechanism to Improve Routing in Mobile Ad Hoc Networks....Pages 13-24
An Adaptive Learning Radial Basis Function Neural Network for Online Time Series Forecasting....Pages 25-34
Incremental-Eclat Model: An Implementation via Benchmark Case Study....Pages 35-46
Fall Detection Using Visual Cortex Bio-inspired Model for Home-Based Physiotherapy System....Pages 47-57
Online Clustering of Narrowband Position Estimates with Application to Multi-speaker Detection and Tracking....Pages 59-69
Taguchi-based Parameter Setting of Cuckoo Search Algorithm for Capacitated Vehicle Routing Problem....Pages 71-79
IncSPADE: An Incremental Sequential Pattern Mining Algorithm Based on SPADE Property....Pages 81-92
Choosing Geometric Dissimilarity Measure for Content Based Coral Reefs Image Retrieval....Pages 93-104
Block Compressive Sensing (BCS) Based Multi-phase Reconstruction (MPR) Framework for Video....Pages 105-115
PAT and Px Code Sidelobe Reduction Using Wavelet Neural Network....Pages 117-128
Detecting Neighbor Discovery Protocol-Based Flooding Attack Using Machine Learning Techniques....Pages 129-139
MFCC Global Features Selection in Improving Speech Emotion Recognition Rate....Pages 141-153
A Parametric Study of Compact UWB Antenna with Multiple Notched-Band Functions....Pages 155-162
Parallel Implementation of Morphological Operations on Binary Images Using CUDA....Pages 163-173
Non Negative Matrix Factorization for Music Emotion Classification....Pages 175-185
Speech Enhancement Based on Noise Type and Wavelet Thresholding the Multitaper Spectrum....Pages 187-200
Balinese Character Recognition Using Bidirectional LSTM Classifier....Pages 201-211
An Automated Multiple Choice Grader for Paper-Based Exams....Pages 213-222
Nonlinear System Modelling Utilizing Second Order Augmented Statistics Complex Value Algorithm....Pages 223-235
Perceived Stress Scale and Brainwave Characteristic of Breastfeeding Women....Pages 237-246
Improved Speech Emotion Classification from Spectral Coefficient Optimization....Pages 247-257
Classification of EEG Signals Using Single Channel Independent Component Analysis, Power Spectrum, and Linear Discriminant Analysis....Pages 259-268
Comparison of Text Forum Summarization Depending on Query Type for Text Forums....Pages 269-279
Vibro-Acoustic Fault Analysis of Bearing Using FFT, EMD, EEMD and CEEMDAN and Their Implications....Pages 281-292
An Evaluation of Convolutional Neural Nets for Medical Image Anatomy Classification....Pages 293-303
Ant Colony Optimization and Feature Selection for Intrusion Detection....Pages 305-312