Výsledky vyhledávání - data-mining based evolution learning algorithm

5th International Symposium on Data Mining Applications

Big Data Analytics Proceedings of CSI 2015 /

Obsah: “…Title of the Papers along with the Name of the Authors -- Need for Developing Intelligent Interfaces for Big Data Analytics in the Micro Finance Industry -- Unified Resource Descriptor over KAAS Framework Refining Cloud Dynamics -- An Adoptable and Secure Intelligent Smart Card Framework for Internet of Things and Cloud Computing -- A Framework for Ontology Learning from Taxonomic Data -- Leveraging Map-Reduce with Column Oriented Stores: Study of Solutions and Benefits -- Hadoop: Solution to Unstructured Data Handling -- Task Based Load Balancing Algorithm by Efficient Utilization of VMs in Cloud Computing -- A Load Balancing Algorithm Based on Processing Capacities of VMs in Cloud Computing -- Package Based Approach for Load Balancing in Cloud Computing -- Workload Prediction of e-Business Websites on Cloud Using Different Methods of ANN -- Data Security in Cloud Based Analytics -- Ontology Based Ranking in Search Engine -- Hidden Data extraction Using URL Templates Processing -- Automatic Generation of Ontology for Extracting Hidden Web Pages -- Importance of SLA in Cloud Computing -- A Survey on Cloud Computing -- Adapting & Reducing Cost in Cloud Paradigm (ARCCP) -- Power Aware Based Workflow Model of Grid Computing Using Ant Based Heuristic Approach -- Image Categorization Using Improved Data Mining Technique -- An Effective Hybrid Encryption Algorithm for Ensuring Cloud Data Security -- Big Data Analytics: Recent and Emerging Application in Services Industry -- An Analysis of Resource Aware Adaptive Scheduling for HPC Clusters with Hadoop -- Analytical and Perspective Approach of Big Data in Cloud Computing -- Implementation of CouchDB Views -- Evolution of FOAF and SIOC in Semantic Web: A Survey -- Classification of e-Commerce Products Using Rep-Tree And K-Mean Hybrid Approach -- A Study of Factors Affecting MapReduce Scheduling -- Outlier Detection in Agriculture Domain: Application and Techniques -- A Framework for Twitter Data Analysis -- Web Structure Mining Algorithms: A Survey -- Big Data Analytics via IoT with Cloud Service -- A Proposed Contextual Model for Big Data Analysis Using Advanced Analytics -- Ranked Search over Encrypted Cloud Data in Azure Using Secure kNN -- DCI3 Model for Privacy Preserving in Big Data -- Study of Sentiment Analysis Using Hadoop -- OPTIMA(OPinionated Tweet Implied Mining and Analysis) - An Innovative Tool to Automate Sentiment Analysis -- Mobile Agent Based MapReduce Framework for Big Data Processing -- Review of Parallel Apriori Algorithm on Map Reduce Framework for Performance Enhancement -- A Novel Approach to Realize Internet of Intelligent Things -- An Innovative Approach of Web Page Ranking Using Hadoop and MapReduce Based Cloud Framework -- SAASQUAL: A Quality Model for Evaluating SaaS on the Cloud Computing Environment -- Scalable Aspect Based Summarization in the Hadoop Environment -- Parallel Mining of Frequent Itemsets from Memory Mapped Files -- Handling Smurfing Through Big Data -- A Novel Approach for Semantic Prefetching Using Semantic Information and Semantic Association -- Optimized Cost Model with Optimal Resource Usage for Cloud -- Understanding Live Migration Techniques Intended for Resource Interference Minimization in Virtualized Cloud Environment -- Cloud Security Issues and Challenges -- A Novel Approach to Protect Cloud Environments Against DDOS Attacks -- An Approach for Workflow Scheduling in Cloud Using ACO -- Data Type Identification and Extension Validator Framework Model for Public Cloud Storage -- Robust Fuzzy Neuro System for Big Data Analytics -- Deployment of Cloud Using Open Source Virtualization: Study of VM Migration Methods and Benefits -- Implementation of Category-wise Focused Web Crawler -- MAYA: An Approach for Energy and Cost Optimization for Mobile Cloud Computing Environments -- Load Balancing in Cloud - A Systematic Review -- Cloud-Based Big Data Analytics - A Survey of Current Research and Future Directions -- Fully Homomorphic Encryption Scheme with Probabilistic Encryption Based on Euler's Theorem and Application in Cloud Computing -- Big Data: Issues, Challenges and Techniques in Business Intelligence -- Cloud Computing in Bioinformatics and Big Data Analytics: Current Status and Future Research -- Generalized Query Processing Mechanism in CDBMS -- Deliberative Study of Security Issues in Cloud Computing -- Green Cloud Computing: An Overview -- Literature Review of QoS with Load Balancing in Cloud Computing Environment -- WAMLB: Weighted Active Monitoring Load Balancing in Cloud Computing -- Applications of Attribute Based Encryption in Cloud Computing Environment -- Query Optimization: Issues and Challenges in Mining of Distributed Data -- Comprehensive Study of Cloud Computing and Related Security Issues -- Healthcare Data Analysis Using R and MongoDB -- Data Mining Tools and Techniques for Mining Software Repositories: A Systematic Review -- SWOT Analysis of Cloud Computing Environment -- A Review on Quality of Service in Cloud Computing -- Association Rule Mining for Finding Admission Tendency of Engineering Student with Pattern Growth Appraoch -- Integrated Effect of Nearest Neighbors and Distance Measures in k-NN Algorithm.…”

Soft Computing: Theories and Applications Proceedings of SoCTA 2016, Volume 1 /

Obsah: “…Modified Critical-Path and Top-Level attributes (MCPTL) based Task Scheduling Algorithm in Parallel Computing -- Critical Path Problem for Scheduling using Genetic Algorithm -- A Robust Digital Image Watermarking Algorithm Using DWT and SVD -- A Novel and Secure Authentication Secret Key Generation Scheme Using Bilinear Self- Pairing Map Based on Elliptic Curve Cryptography -- Study and Comparatively Analysis of various Vulnerabilities occur in Google Chrome -- Secure Framework for Data Security in Cloud Computing -- An Improved Spider Monkey Optimization Algorithm -- Neural Network Based prediction of Productivity parameters -- Rigorous Data Analysis and Performance Evaluation of Indian Classical Raga Using RapidMiner -- EPQ Model with Product Stewardship Approach -- Loss and Cost Minimization with Enhancement of Voltage Profile of Distribution Systems Using a Modified Differential Evolution Technique -- Integration of GIS, Spatial Data Mining and Fuzzy Logic for Agricultural Intelligence -- Patient-specific Modeling for Pattern Identification in Clinical Events Using Data Mining Models and Evolutionary Computing -- Teaching Learning Based Optimization on Hadoop -- Analysis and Parameter Estimation of Micro Strip Circular Patch Antennas Using Artificial Neural Networks -- Vibrational Frequencies of Parallelogram Plate with Circular Variations in Thickness -- Study and Comparative Analysis of Various Image Spamming Techniques -- On Comparing Performance of Conventional Fuzzy System with Recurrent Fuzzy System -- Application of PSO Clustering for Selection of Chemical Interface Materials for Sensor Array Electronic Nose -- Panorama Generation using Feature based Mosaicing and Modified Graph-cut Blending -- Application of fuzzy multi-criteria approach to assess the water quality of river Ganges -- Efficient multiprocessor scheduling Using Water Cycle Algorithm.…”

Multidisciplinary Approaches to Neural Computing

Obsah: “…Redefining Information Processing Through Neural Computing Models -- A Neural Approach for Hybrid Events Discrimination at Stomboli Volcano -- Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm -- Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent' and "Symmetry-Aware' White Matter Fiber-Bundles -- Accurate Computation of Drude-Lorentz Model Coefficients of Single Negative Magnetic Metamaterials Using a Micro-Genetic Algorithm Approach -- Effective Blind Source Separation Based on the Adam Algorithm -- Depth-based Hand Pose Recognizer Using Learning Vector Quantization -- Correlation Dimension-Based Recognition of Simple Juggling Movements -- Cortical Phase Transitions as an Effect of Topology of Neural Network -- Fall Detection by Using an Innovative Floor Acoustic Sensor -- An improved Hilbert-Huang Transform for Non-Linear and Time-Variant Signals -- Privacy-preserving Data Mining for Distributed Medical Scenarios -- Rule Base Reduction Using Conflicting and Reinforcement Measures -- An Application of Internet Traffic Prediction with Deep Neural Network -- Growing Curvilinear Component Analysis (GCCA) for Dimensionality Reduction of Nonstationary Data -- Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment -- A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context -- Advanced Neural Networks Systems for Unbalanced Industrial Datasets -- Quantum-Inspired Evolutionary Multiobjective Optimization for a Dynamic Production Scheduling Approach -- A Neural Network-Based Approach for Steam Turbine Monitoring -- A Predictive Model of Artificial Neural Network for Fuel Consumption in Engine Control System -- SOM-Based Analysis to Relate Non-Uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions -- Vision-Based Mapping and Micro-Localization of Industrial Components in the Fields of Laser Technology -- When Intuitive Decisions Making, Based on Expertise, May Deliver Better Results than a Rational, Deliberate Approach -- Artificial Entities or Moral Agents? …”