Search Results - clustering algorithms

Modern Algorithms of Cluster Analysis by Wierzchoń, Slawomir

Algorithmic and geometric aspects of cluster analysis / by Křivánek, Mirko

Relational data clustering : models, algorithms, and applications / by Long, Bo, Zhang, Zhongfei, Yu, Philip S.

Cluster analysis algorithms for data reduction and classification of objects / by Späth, Helmuth

The GLOBAL Optimization Algorithm Newly Updated with Java Implementation and Parallelization / by Bánhelyi, Balázs

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

Table of Contents: “…Chapter 1: Basics of Machine Learning -- Chapter 2: Linear regression -- Chapter 3: Logistic regression -- Chapter 4: Decision tree -- Chapter 5: Random forest -- Chapter 6: GBM -- Chapter 7: Neural network -- Chapter 8: word2vec -- Chapter 9: Convolutional neural network -- Chapter 10: Recurrent Neural Network -- Chapter 11: Clustering -- Chapter 12: PCA -- Chapter 13: Recommender systems -- Chapter 14: Implementing algorithms in the cloud.…”

Operational Research IO2017, Valença, Portugal, June 28-30 /

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

Table of Contents: “…Classification and clustering algorithms in identifying patterns in medical science --…”

Data Mining / by Cleve, Jürgen, Lämmel, Uwe

Intelligent Multimedia Data Analysis /

Table of Contents: “…Exploring the scope of intelligent algorithms for various community detection techniques --…”

Data science in chemistry : artificial intelligence, big data, chemometrics and quantum computing with Jupyter / by Gressling, Thorsten

Table of Contents: “…7 High-performance computing (HPC) and cluster --…”

Hypergraph Theory in Wireless Communication Networks by Zhang, Hongliang

Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video by Isupova, Olga

Table of Contents: “…Introduction -- Background -- Proposed Learning Algorithms for Markov Clustering Topic Model -- Dynamic Hierarchical Dirlchlet Process -- Change Point Detection with Gaussian Processes -- Conclusions and Future Work.…”

Advances in Soft Computing and Machine Learning in Image Processing

Table of Contents: “…Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation -- Multi-objective Whale Optimization Algorithm for Multi-level Thresholding Segmentation -- Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images -- Thermal Image Segmentation Using Evolutionary Computation Techniques -- News Videos Segmentation Using Dominant Colors Representation.…”

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.…”

Bioinformatics and the Cell Modern Computational Approaches in Genomics, Proteomics and Transcriptomics / by Xia, Xuhua

Table of Contents: “…Blast and Fasta -- Sequence alignment -- Contig assembly -- DNA replication and viral evolution -- Gene and motif prediction -- Hidden Markov Models -- Gibbs Sampler -- Bioinformatics and vertebrate mitochondria -- Characterizing translation efficiency -- Protein isoelectric point -- Bioinformatics and Two-Dimensional Protein Separation -- Self-Organizing Map and other clustering Algorithms -- Molecular Phylogenetics -- Fundamentals of Proteomics.…”

Machine Learning Techniques for Online Social Networks

Table of Contents: “…Ameliorating Search Results Recommendation System based on K-means Clustering Algorithm and Distance Measurements -- Chapter9. …”

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 .…”

Cognitive Science and Artificial Intelligence Advances and Applications / by Gurumoorthy, Sasikumar

Table of Contents: “…1.Construction of Breast Cancer Based Protein Protein Interaction Network Using Multiple Sources of Datasets -- 2.A Novel Evolutionary Automatic Clustering Technique by Unifying Initial Seed Selection Algorithms and K-Means into Teaching-Learning-Based Optimization -- 3.Classification of Abnormal Blood Vessels in Diabetic Retinopathy using Neural Network -- 4.Flue-cured tobacco Leaves classification: A Generalized approach using Deep Convolutional Neural Networks -- 5.The Adaptive Strategies Improving Web Personalization Using the Tree Seed Algorithm (TSA) -- 6.An Experimental Evaluation of Integrated Dematal and Fuzzy Cognitive Maps for Cotton Yield Prediction.…”

Sensors and Image Processing Proceedings of CSI 2015 /

Table of Contents: “…A Comparative Study of Various Color Texture Features for Skin Cancer Detection -- Pattern Classification and Retrieval of Content Based Images - A Step Towards Amelioration -- Novel Threshold Formulation for Energy Detection Method to Efficient Spectrum Sensing in Cognitive Radio -- Advanced technique to Crawl the images -- A Novel Web Page Change Detection Technique for Migrating Crawlers -- Developing Prototype for Prosopagnosia Using PCA -- Implementation of Smart Video Surveillance System Using Motion Detection Technique -- Intelligent Algorithm for Automatic Multistoried Parking System Using Image Processing, with Vehicle Tracking and Monitoring from Different Locations in the Building -- Computer Aided Detection of Breast Cancer Using Pseudo Zernike Moment as a Texture Descriptors -- Analysis of Leukoderma Images using Neuro-Fuzzy Hybrid Technique -- Texture and Clustering-Based Skin Disease Classification -- Melanoma Skin Cancer Detection Using Image Processing -- Performance Assessment for Clustering Techniques for Image Segmentation -- Automatic Seed Point Selection in B-Mode Breast Ultrasound Images -- EEA-LEACH - Trustworthy Enhanced Algorithm for Energy Optimization in Wireless Sensor Networks -- Secure Cluster Based Data Integrity Routing for Wireless Sensor Networks -- Objects Detection and Tracking Strategies -- Road Accident Informer System -- Hybrid Intelligent Algorithm for Energy Efficient Routing in WSN -- A Method for Secret Image Transmission to Preserve Privacy -- Text Retrieval from Scanned Forms Using Optical Character Recognition -- Combined Approach of Fuzzy Image Blocking Implementation for Medical Image Fusion -- A Systematic Review on Image Enhancement Techniques -- Virtual Field and Wave Laboratory Using Scilab and JAVA -- Classification and Comparative Study of IRS LISS-III Satellite Images Using RBFN and Decision Tree -- An Analytic Review on Image Enhancement Techniques Based on Soft Computing Approach -- An Auto-Threshold Control for Isolating False Shadow from High-Resolution Images.…”