This volume presents 70 carefully selected papers from a major joint event: the 8th internationalconference on softcomputing and patternrecognition (SoCPaR 2016) and the 8th internationalconference on Computationa...
ISBN:
(纸本)9783319606187;3319606182;9783319606170
This volume presents 70 carefully selected papers from a major joint event: the 8th internationalconference on softcomputing and patternrecognition (SoCPaR 2016) and the 8th internationalconference on Computational Aspects of Social Networks (CASoN 2016). SoCPaRCASoN 2016, which was organized by the Machine Intelligence Research Labs (MIR Labs), USA and Vellore Institute of Technology (VIT), India and held at the VIT on December 1921, 2016. It brings together researchers and practitioners from academia and industry to share their experiences and exchange new ideas on all interdisciplinary areas of softcomputing and patternrecognition, as well as intelligent methods applied to social networks. This book is a valuable resource for practicing engineers/scientists and researchers working in the field of softcomputing, patternrecognition and social networks.
The proceedings contain 86 papers. The topics discussed include: iris features extraction using dual-tree complex wavelet transform;fuzzy methods for forensic data analysis;a new weighted rough set framework for imbal...
ISBN:
(纸本)9781424478958
The proceedings contain 86 papers. The topics discussed include: iris features extraction using dual-tree complex wavelet transform;fuzzy methods for forensic data analysis;a new weighted rough set framework for imbalance class distribution;multi stereo camera data fusion for fingertip detection in gesture recognition systems;recognition of signed expressions using visually-oriented subunits obtained by an immune-based optimization;3-D object recognition based on SVM and stereo-vision: application in endoscopic imaging;inter-camera color calibration for object re-identification and tracking;improving the accuracy of intrusion detection systems by using the combination of machine learning approaches;mining web videos for video quality assessment;ultra fast fingerprint indexing for embedded system;damageless image hashing using neural network;and classification by means of fuzzy analogy-related proportions - a preliminary report.
The proceedings contain 63 papers. The topics discussed include: evolutionary multi-view face tracking on pixel replaced image in video sequence;sensitivity analysis of echo state networks for forecasting pseudo-perio...
ISBN:
(纸本)9781467393607
The proceedings contain 63 papers. The topics discussed include: evolutionary multi-view face tracking on pixel replaced image in video sequence;sensitivity analysis of echo state networks for forecasting pseudo-periodic time series;biography commercial serial crime analysis using enhanced dynamic neural network;the effect of using super-resolution to improve feature extraction and registration of low resolution images in sensor networks;extraction of latent concepts from an integrated human gene database;parallel genetic algorithm with social interaction for solving constrained global optimization problems;an innovative approach for feature selection based on chicken swarm optimization;a wrapper approach for feature selection based on swarm optimization algorithm inspired from the behavior of social-spiders;and water quality classification approach based on bio-inspired gray wolf optimization.
The proceedings contain 67 papers. The topics discussed include: an application of fuzzy geographically clustering for solving the cold-start problem in recommender systems;object tracking simulates babysitter vision ...
ISBN:
(纸本)9781479934003
The proceedings contain 67 papers. The topics discussed include: an application of fuzzy geographically clustering for solving the cold-start problem in recommender systems;object tracking simulates babysitter vision robot using GMM;a survey on hybridizing genetic algorithm with dynamic programming for solving the traveling salesman problem;stroke segmentation of online handwritten word using the busy zone concept;a note of liver cirrhosis classification on m-mode ultrasound images by higher-order local auto-correlation features;using motif information to improve anytime time series classification;a fast temporal median filter and its applications for background estimation in video surveillance;hiding data in audio using modified CPT scheme;interpolative reasoning approach to sparse general type-2 fuzzy rules based on the reduced grid representation;and a genetic-based approach for discovering pathways in protein-protein interaction networks.
The proceedings contain 105 papers. The topics discussed include: an encryption and decryption algorithm for messages transmitted by phonetic alphabets;cancer tissues recognition system using box counting method and a...
ISBN:
(纸本)9781457711947
The proceedings contain 105 papers. The topics discussed include: an encryption and decryption algorithm for messages transmitted by phonetic alphabets;cancer tissues recognition system using box counting method and artificial neural network;hybrid ant colony optimization based on genetic algorithm for container loading problem;a homotopy strategy for the parameter identification problems of partial differential equations;self learning machines using deep networks;background modeling using mixture of Gaussians and Laplacian pyramid decomposition;a novel traveling salesman problem solution by accelerated evolutionary computation with approximated cost matrix in an industrial application;a multi-feature fusion method for tongue image matching in traditional Chinese medicine;robust adaptive backstepping design for course-keeping control of ship with parameter uncertainty and input saturation;and mobile robot path planning by new structured multi-objective genetic algorithm.
The proceedings contain 81 papers. The topics discussed include: variable hierarchical dependencies in feature selection;bi-spectrum based-EMD applied to the non- stationary vibration signals for bearing faults diagno...
ISBN:
(纸本)9781479959341
The proceedings contain 81 papers. The topics discussed include: variable hierarchical dependencies in feature selection;bi-spectrum based-EMD applied to the non- stationary vibration signals for bearing faults diagnosis;wireless landmines tracking system based on GPS and GPRS;performance of curvelets, dual-tree complex wavelet and discrete wavelet transform in handwritten word classification;possibility theory for supervised classification of remotely sensed images: a study case in an urban area in Algeria;proposition of a classification system beta-LS-SVM and its application to medical data sets;topological and textural features for off-line signature verification based on artificial immune algorithm;supervised wavelet-network based fuzzy-logic classifier performance on the UCI databases;scintigraphic image segmentation based on grammatical inference and spiral matrix;and microcalcifications detection in mammograms based on ant colony optimization and Markov random field.
The proceedings contain 18 papers. The special focus in this conference is on softcomputing and patternrecognition. The topics include: Using multiple minimum support to auto-adjust the threshold of support in aprio...
ISBN:
(纸本)9783319763569
The proceedings contain 18 papers. The special focus in this conference is on softcomputing and patternrecognition. The topics include: Using multiple minimum support to auto-adjust the threshold of support in apriori algorithm;prediction of the degree of Parkinson’s condition using recordings of patients’ voices;an overview of a distributional word representation for an arabic named entity recognition system;discrete particle swarm optimization for travelling salesman problems: new combinatorial operators;on maximal frequent itemsets enumeration;particle swarm optimization as a new measure of machine translation efficiency;Experimental investigation of ant supervised by simplified PSO with local search mechanism (SAS-PSO-2Opt);A human identification technique through dorsal hand vein texture analysis based on NSCT decomposition;obstacle detection algorithm by stereoscopic image processing: navigation assistance for the blind and visually impaired;a simultaneous topic and sentiment classification of tweets;local directional multi radius binary pattern: novel descriptor for face recognition application;content-based image retrieval approach using color and texture applied to two databases (Coil-100 and wang);shape classification using B-spline approximation and contour based shape descriptors;an image processing based framework using crowdsourcing for a successful suspect investigation;recognition and classification of arabic fricative consonants;cancer classification using gene expression profiling: Application of the filter approach with the clustering algorithm.
The proceedings contain 70 papers. The special focus in this conference is on softcomputing and patternrecognition. The topics include: Toward real-time high-frequency stock monitoring system using ***;sensitivity a...
ISBN:
(纸本)9783319606170
The proceedings contain 70 papers. The special focus in this conference is on softcomputing and patternrecognition. The topics include: Toward real-time high-frequency stock monitoring system using ***;sensitivity analysis on effect of biomechanical factors for classifying vertebral deformities;soft feature based personal recognition;a new form of fuzzy reasoning tool to ensure both accuracy and readability;a novel edge based image steganography technique;RDE - reconstructed mutation strategy for differential evolution algorithm;predicting mobile application ratings using artificial neural network;dimensionality reduction of sift descriptor using vector decomposition for image classification;a comparative analysis of the different data mining tools by using supervised learning algorithms;a well organized phrase-based document clustering using ASCII values and adjacency list;reconstruction of 3-dimensional scenes using depth from defocus and artificial neural networks trained on fractals;performance comparison between apache hive and oracle SQL for big data analytics;design of wide beam hexagonal shaped circularly polarized patch antenna for WLAN application;an experimental comparison with time-series methods;advanced deep neural networks for patternrecognition;security enabled cluster head selection for wireless sensor network using improved firefly optimization;chaperoning the optimization of symmetric finFET circuits;solving machine part cell formation problem using genetic algorithm based evolutionary computing;DWT based source localization using microphone array;prevention of illegal content sharing in peer to peer systems;towards designing a framework for practical keystroke dynamics based authentication and exudates in detection and classification of diabetic retinopathy.
The proceedings contain 97 papers. The special focus in this conference is on softcomputing and patternrecognition. The topics include: AI Improving the Lives of Physically Disabled;subspace Guided Collaborative Clu...
ISBN:
(纸本)9783030736880
The proceedings contain 97 papers. The special focus in this conference is on softcomputing and patternrecognition. The topics include: AI Improving the Lives of Physically Disabled;subspace Guided Collaborative Clustering Based on Optimal Transport;exploring Automatic Assessment-Based Features for Clustering of Students’ Academic Performance;quantum Semi Non-negative Matrix Factorization;a New Genetic-Based Hyper-Heuristic Algorithm for Clustering Problem;LSTM vs. GRU for Arabic Machine Translation;towards Lip Motion Based Speaking Mode Detection Using Residual Neural Networks;reducing the Error Mapping of the Students’ Performance Using Feature Selection;spatial Graph Regularized Correlation Filters for Visual Object Tracking;intelligent and Secure Autofill System in Web Browsers;three Dimensional Wireframe Model of Medical and Complex Images Using Cellular Logic Array Processing Techniques;suspicious Activity Detection Using Transfer Learning Based ResNet Tracking from Surveillance Videos;Vehicle Detection in UAV Videos Using CNN-SVM;Underwater Moving Object Detection Using GMG;linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure;A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI);wavelet Filtering for Limited-Angle and Low-Dose Computed Tomographic Reconstruction;handwritten Signature Verification Using Complex Wavelet Transform and Mutual Information Based Kernel;multi-Scale Oriented Basic Image Features Column for Handwritten Digit recognition;delving into Feature Maps: An Explanatory Analysis to Evaluate Weight Initialization;Synthesis Biometric Materials Based on Cooperative Among (DSA, WOA and gSpan-FBR) to Water Treatment;historical Kannada Handwritten Character recognition Using Machine Learning Algorithm;home Health Care Network Management Under Fuzzy Environment Using Meta-heuristic Algorithms;the Lagrangian Relaxation Approach for Home Health Care Problems.
暂无评论