Search Results - supervised clustering algorithm

Pro Machine Learning Algorithms A Hands-On Approach to Implementing Algorithms in Python and R / by Ayyadevara, V Kishore

Computational intelligence and predictive analysis for medical science : a pragmatic approach /

Table of Contents: “…Supervised classification and clustering algorithms for spatiotemporal change analysis assessment of urban growth --…”

Hybrid Intelligent Systems 17th International Conference on Hybrid Intelligent Systems (HIS 2017) held in Delhi, India, December 14-16, 2017 /

Table of Contents: “…Neural Tree for Estimating the Uniaxial Compressive Strength of Rock Materials -- Fault Tolerant Multiple Synchronized Parallel Load Balancing in Cloud -- Semi-Supervised Learning with the Integration of Fuzzy Clustering and Artificial Neural Network -- GMM-KNN: A Method for Processing Continuous k-NN Queries Based on The Gaussian Mixture Model -- Edge Detection for Cement Images Based on Interactive Genetic Algorithm -- A Fast Satellite Image Super-Resolution Technique Using Multicore Processing -- Use of Cellular Automata to Predict Deforestation in Queretaro -- A Classification Algorithm for Assessing the Quality Criteria for Business Process Models.…”

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Table of Contents: “…Content -- -- Part(1) Swarm intelligence and optimzation -- A Hybrid Grey Wolf-Bat Algorithm for Global Optimization -- Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning -- Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine -- Pareto based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks -- Fish Image Segmentation using Salp Swarm Algorithm -- Swarming behaviors of chicken for predicting posts on Facebook branding pages -- Enhancing AGDE algorithm using population size reduction for global numerical optimization -- Simulated Annealing based Quantum Inspired Automatic Clustering Technique -- Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG Signals -- A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis -- Pairwise Global Sequence Alignment using Sine-Cosine Optimization Algorithm -- An automated fish species identification system based on crow search algorithm -- Part(2) Fuzzy Logic and applications -- Design and implementation of Fuzzy PID controller into Multi agent Smart Library System Prototype -- Fuzzy Logic controller with color vision system tracking for mobile manipulator robot -- Interactive Fuzzy Cellular Automata for Fast Person Re-Identification -- Decision Support System for Determination of Forces Applied in Orthodontic based on Fuzzy Logic -- Part (3) Advanced Machine Learning and Applications -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Machine Learning: A Convergence of Emerging Technologies in Computing -- Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium using Digital Image Processing and Geostatistical Algorithms -- Detecting Cross-Site Scripting Attacks using Machine Learning -- Text Mining Approach to Extract Associations between Obesity and Arabic Herbal Plants -- A Reinforcement Learning-based Adaptive Learning System -- Performance Evaluation of SVM-Based Amazighe Named Entity Recognition -- Trained Neural Networks Ensembles Weight Connections Analysis -- An Empirical Analysis of User Behavior for P2P IPTV Workloads -- Intelligent Decision Framework to Explore And control Infection Of Hepatitis C Virus -- Supervised Rainfall Learning Model using Machine Learning Algorithms -- Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling -- Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data -- Student Profile in E-learning Environment Based on Two-Dimensional Ontologies -- Comparative Sentiment Analysis on a Set of Movie Reviews using Deep Learning Approach -- Medical Equipment Failure Rate Analysis Using Supervised Machine Learning -- Part(4) Big data and classification -- Big-Data Aggregating, Linking, Integrating and Representing using Semantic Web Technologies -- Computer Aided Diagnostic System for Automatic Detection of Brain Tumor through MRI Using Clustering Based Segmentation Technique and SVM Classifier -- Feature selection using Genetic algorithm for big data -- Prediction of Liver Diseases Based on Machine Learning Technique for Big Data -- Stance Detection in Tweets Using a Majority Vote Classifier -- A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction -- Opinion extraction and classification of real time YouTube cooking recipes comments -- A Framework for Big Data Analysis in Smart Cities -- Performance Enhancement of Distributed Clustering for Big Data Analytics -- Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI using k-NN Classifier based on PPCA -- Improved Production Key Performance Indicators (KPI's) Using Intelligent-Manufacturing Execution Systems (I-MES) -- Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images -- GPU-based CAPSO with N-Dimension Particles -- Machine Learning and Big Data Processing: A Technological Perspective and Review -- Harnessing the power of Big Data in Science -- Building Online Social Network Dataset for Arabic Text Classification -- Breast Cancer Detection and Classification using Thermography: A Review -- An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime -- Efficient Sentiment Analysis Approach Using Feature Selection and Classifier Ensemble -- Part(5) Intelligent Systems and Applications -- Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria -- Embeddings of Categorical Variables for Sequential Data in Fraud Context -- Hybrid Information Filtering Engine for Personalized Job Recommender System -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Adaptive Task Scheduling on Multicore Processors -- PFastNCA: Parallel Fast Network Component Analysis for gene regulatory network -- Robots That Can Mix Serious With Fun -- Dialect versus MSA Sentiment Analysis -- Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks -- Multi-filter Score-level Fusion for Fingerprint Verification -- Color Image Segmentation of Fishes with Complex Background in Water -- Analysis of Credit Risk Prediction using ARSkNN -- Dental Age Estimation in East Asian Population with Least Squares Regression -- Text Mining Approach to Analyse Stock Market Movement -- Stock Market Real Time Recommender Model Using Apache Spark Framework -- Patient Fingerprint Minutiae based Medical Image Watermarking and Adaptive Integrity -- Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment -- Gray matter volume abnormalities in the reward system in first-episode patients with major depressive disorder .…”

Advanced Data Analytics Using Python With Machine Learning, Deep Learning and NLP Examples / by Mukhopadhyay, Sayan

Intelligent Systems Technologies and Applications

Table of Contents: “…A Color Image Segmentation Scheme for Extracting Foreground from Images with Unconstrained Lighting Conditions -- Automatic Diagnosis of Breast Cancer Using Thermographic Color Analysis and SVM Classifier -- Enhancement of Dental Digital X-Ray Images Based on the Image Quality -- MRI/CT Image Fusion Using Gabor Texture Features -- Face Recognition in Videos Using Gabor Filters -- Convolutional Neural Networks Based Method for Improving Facial Expression Recognition -- Composition of DCT-SVD Image Watermarking and Advanced Encryption Standard Technique for Still Image -- Performance Analysis of Human Detection and Tracking System in Changing Illumination -- Comparative Analysis of Segmentation Algorithms Using Threshold and K-Mean Clustering -- Semi-Supervised FCM and SVM in Co-Training Framework for the Classification of Hyperspectral Images -- Segmentation of Thermal Images Using Thresholding-Based Methods for Detection of Malignant Tumours -- Recognition of Handwritten Benzene Structure with Support Vector Machine and -- Logistic Regression a Comparative Study -- Image and Pixel Based Scheme for Bleeding Detection in Wireless Capsule Endoscopy Images -- Leaf Recognition Algorithm for Retrieving Medicinal Information -- Camouflaged Target Detection and Tracking Using Thermal Infrared and Visible Spectrum Imaging -- Heuristic Approach for Face Recognition Using Artificial Bee Colony Optimization -- ILTDS: Intelligent Lung Tumor Detection System on CT Images -- Blink Analysis Using Eye Gaze Tracker -- A Survey of Brain MRI Image Segmentation Methods and the Issues Involved -- Scene Understanding in Images.…”

Recent Developments in Data Science and Business Analytics Proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017) /

Table of Contents: “…Part I Marketing and Supply Chain Analytics: Chapter1: Research on Differential Pricing and Coordination Mechanism of Second-Class Supply Chain of New Products and Remanufactured Products -- Chapter2: A study on Cooperation Strategies of Dual Channel Supply Chain Based on Service Level -- Chapter3: The Quality Management of Food Supply Chain in Perspective of Food Safety -- Chapter4: Strategic Customer Behavior with Risk Preference for a Supply Chain Management Based on Double Channel -- Chapter5: Competition and Coordination in Single-supplier Multiple-retailer Supply Chain -- Chapter6: Research on the Construction of Enterprise Brand Competitiveness Evaluation System Based on the Integration of SWOT and AHP Model -- Chapter7: Reflections on the Training Mode of E-commerce Professionals with improved Practical Exercises and Innovative Ability -- Chapter8: Research on Evaluating Marketing Ability of Traditional Chinese Medicine Enterprises in Gansu Province -- Part II: Logistics and Operations Analytics: Chapter9: The Impact of the Relationship between Operational Cost and Oil Prices on Economic Assessment in Oil and Gas Industry -- Chapter10: The Construction of University Students' Entrepreneurship Competency Model in Application-Oriented Universities -- Chapter11: Improving Airport Security Screening System in Terms of Efficiency and Fairness Via Network Model -- Chapter12: Study on the Choice of Strategic Emerging Industries in Gansu Province Based on Multi-level Grey Model -- Chapter13: The Study of "Big Quality" Satisfaction Evaluation -- Chapter14: Research on Evaluation Index System of Enterprise Brand Competitiveness - Taking Liquor Industry as an Example -- Chapter15: Simulation of Stochastic Volatility Variance Swap -- Chapter16: Empirical Research of the Contribution Rate of University Science and Technology to the Regional Economic Development -- Chapter17: Research on Incentive Strategy of Logistics Outsourcing about Manufacturing Enterprises -- Chapter18: Research on External Quality Inspection Technology of Tropical Fruits Based on Computer Vision -- Chapter19: Wholesale Price Contract and Quantity Discount Contract under Competition with Various Games -- Chapter20: Evaluation of Science and Technology Service Industry in Shandong Province -- Part III: Financial Analytics: Chapter21: CEO's Background Characteristics, Financing Preference and Firm Performance-----Empirical Evidence from China's A-share Listed Companies -- Chapter22: Security Risk Management Approach for Improving Information Security Return of Investment -- Chapter23: Comparative Analysis on Investment and Financing Models of Urban Rail Transportation -- Chapter24: Measuring Systemic Risk in the Chinese Financial System Based on Asymmetric Exponential Power Distribution -- Chapter25: Research on Liquidity Preferences of Mutual Fund -- Chapter26: Relationship of the Financial Agglomeration and Fiscal Expenditure Scale of Yangtze River Delta -- Chapter27: Applying Data Processing Method for Relationship Discovery in the Stock Market -- Chapter28: A Study on Assets Categorizations and Optimal Allocation via an Improved Algorithm -- Chapter29: Forecasting Stock Price Index Volatility with LSTM Deep Neural Network -- Chapter30: Improvement of Hedging Effect Based on the Average Hedging Ratio -- Chapter31: Finding the Lenders of Bad Credit Score Based on the Classification Method -- Part IV: Chapter32: Research Status and Prospect of Data Extraction and Cleaning Technology in Large Environment -- Chapter33: Research on Intelligent Sales Platform of Automobile Industry Based on Large Data Mining -- Chapter34: A Local Neighborhood Constraint Method for SIFT Features Matching -- Chapter35: A Wine Consumption Prediction Model Based on L-DAGLSSVM -- Chapter36: Fuzzy Control and Network System Design for Time Series Prediction Model -- Chapter37: Research on Data Storage Based on Cloud Platform -- Chapter38: An Automatic Multi-Objective Clustering based on Hierarchical Method -- Chapter39: Big Data Analytics for High Frequency Trading Volatility Estimation -- Chapter40: A Simulation of Sample Variance Calculation in the Teaching of Business Statistics to English Majors -- Chapter41: Application of Clinical Diagnosis and Treatment Data of Coronary Heart Disease Based on Association Rules -- Chapter42: Bibliometric Analysis of Spatial Econometrics -- Chapter43: Using Diagnostic Analysis to Discover Offensive Patterns in a Football Game -- Chapter44: Fuzzy Game Based on Fuzzy Comparison Operator -- Chapter45: An Analysis of Business English Translation Research in China -- Part V: Chapter46: Optimum Design And Function Improvement Of Mobile Nursing System -- Chapter47: Technology Development and Networking Application of a Mobile Passive Optical Access Network System -- Chapter48: Improvement of E-MIMLSVM+ Algorithm Based on Semi-Supervised Learning -- Chapter49: The Method of Improving Learning Ability of "C Language Programming Design" Course -- Chapter50: Implementation of Koch Curves Based on Html5 -- Chapter51: The Proposal of Centralization Deployment of Cadre Management Information System of SGCC -- Chapter52: Research and Designing of Grounding Fault Diagnosis for Small Current System Based on DsPIC33 and MCP3903 -- Chapter53: Mobile Phone Addiction in Youngsters: Concept and Measurement -- Chapter54: Measurement and Empirical Research of High Technology Industry Development for Mainland China Region -- Chapter55: Sina Weibo User Influence Research.…”