Search Results - predictive algorithm framework

Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches /

Table of Contents: “…2 Comparison of optimization techniques particle swarm optimization with genetic algorithm for medical image watermarking --…”

Artificial Intelligence of Things in Smart Environments : Applications in Transportation and Logistics /

Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research by Shang, Chao

Table of Contents: “…Introduction -- Concurrent monitoring of steady state and process dynamics with SFA -- Online monitoring and diagnosis of control performance with SFA and contribution plots -- Recursive SFA algorithm and adaptive monitoring system design -- Probabilistic SFR model and its applications in dynamic quality prediction -- Improved DPLS model with temporal smoothness and its applications in dynamic quality prediction -- Nonlinear and dynamic soft sensing model based on Bayesian framework -- Summary and open problems.…”

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 .…”

Big Data Analytics Proceedings of CSI 2015 /

Table of Contents: “…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 /

Table of Contents: “…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.…”

Operations Research Applications in Health Care Management

Table of Contents: “…Mixed fuzzy clustering for deriving predictive models in intensive care units -- Operations Research for Occupancy Modeling at Hospital Wards and its Integration into Practice -- Part 3: Care Process: Preparedness -- Evaluating Health Care System Efficiency of OECD Countries: A DEA-Based Study -- Health Care Expenditure Prediction in Turkey using Genetic Algorithm based Grey Forecasting Models -- The Impact of Social Networks in Developing and Managing Chronic Care Models -- Part 4: Care Process: Precaution -- The design and planning of organ transplantation networks -- Blood Supply Chain Management and Future Research Opportunities -- Vaccine Supply Management -- Part 5: Care Process: Diagnosis and Prognosis -- OR Applications in Disease Screening -- Classification of Cancer Data: Analyzing Gene Expression Data Using a Fuzzy Decision Tree Algorithm -- Part 6: Care Process: Treatment -- Efficiency of Diabetes Treatment: Evidence from the UK -- A Multiobjective Solution Method for Radiation Treatment Planning -- Part 7: Medical Issues -- OR Models for Emergency Medical Service (EMS) Management -- Health Informatics -- OR applications in pharmaceutical supply chain management -- A Categorical DEA Framework for Evaluating Medical Tourism Efficiency of "Top Destinations" -- Part 8: Health Care Management -- Health Care Human Resource Planning -- Lean Health Care -- Procurement management in Health Care systems.…”

Artificial Intelligence for Fashion Industry in the Big Data Era

Table of Contents: “…AI based fashion sales forecasting methods in big data era -- Enhanced Predictive Models for Purchasing in the Fashion Field by Applying Regression Trees Equipped with Ordinal Logistic Regression -- A Data Mining Based Framework for Multi-Item Markdown Optimization -- Social Media Analytics for decision support in Fashion Buying Processes -- Review of Artificial Intelligence Applications in Garment Manufacturing -- AI for Apparel Manufacturing in Big Data Era: A Focus on Cutting and Sewing -- A Discrete Event Simulation Model with Genetic Algorithm Optimization for Customized Textile Production Scheduling -- An intelligent fashion replenishment system based on data analytics and expert judgement -- Blockchain based secured traceability system for textile and clothing supply chain -- Artificial intelligence applied to multisensory studies of textile products -- Evaluation of Fashion Design Using Artificial Intelligence Tools -- Garment wearing comfort analysis using data mining technology -- Garment fit evaluation using machine learning technology.…”

Information and Decision Sciences Proceedings of the 6th International Conference on FICTA /

Table of Contents: “…Comparison of Different Fuzzy Clustering Algorithms: A Replicated Case Study -- 29. Passive Object Tracking Using Mgekf Algorithm -- 30. …”

ICT Based Innovations Proceedings of CSI 2015 /

Table of Contents: “…FPKIVS- A Stellar Approach to Voting Systems in India -- Minimax (Maximin) with Special Approach of Gamification in Higher Education -- Comparing the Behavior of Oversampling and Undersampling Approach of Class Imbalance Learning by Combining Class Imbalance Problem with Noise -- Proposed ICT Based Transportation Model: EEG -- Multi-Criteria Rating Using Fuzzy Ranking for Improving Soil Recommendation System -- Design and Development of the Agricultural Model: a way to Connect Farmer Community to Agriculture Market for Betterment of Rural Development -- A Methodical Study on Behaviour of Different Seeds Using an Iterative Technique with Evaluation of Cluster Validity -- BharataNatyam Dance Classification with Rough Set Tools -- Effective & Efficient Digital Advertisement Algorithms -- Automation of Patient Information in Healthcare System -- Recommendation for Selecting Smart Village in India Through Opinion Mining Using Big Data Analytics -- Analyzing Online Groups or the Communities in Social Media Networks by Algorithmic Approach -- Open Source EJBCA Public Key Infrastructure for e-Governance Enabled Software Systems in RRCAT -- Anticipation of Gross Domestic Product Using World Development Indicators -- An Efficacious Matching of Finger Knuckle Print Images Using Gabor Feature -- An Ensemble Based Decision Support System for the Students' Academic Performance Prediction -- Adding Big Value to Big Businesses: A Present State-of-the-Art of Big Data, Frameworks and Algorithms -- Content Based Social Network Aggregation -- Collaborative Filtering Based Recommender System -- Classifying Exoplanets as Potentially Habitable Using Machine Learning -- Model to Detect Fake Reviews in Tourism Sector -- Towards Understanding Preference of Use of Emoticons for Effective Online Communication and Promotion: A Study of National Capital Region of Delhi, India -- Analysis of Functional Parameters to Implement Knowledge Management for Sustainable e-Governance in Agriculture Sector of Saurashtra Region of Gujarat State -- Trust and Distrust in Web: Two Sides of a Same Coin or Poles Apart? …”

Soft Computing: Theories and Applications Proceedings of SoCTA 2016, Volume 2 /

Table of Contents: “…Virtual Experimental Analysis of Redundant Robot Manipulators using Neural Networks -- Selection of Energy Efficient Material: an Entropy-TOPSIS Approach -- Analyses & Detection of Health Insurance Fraud Using Data Mining & Predictive Modeling Techniques -- Software Cost Estimation Using Artificial Neural Network -- A Three Layer Approach for Overlay Text Extraction in Video Stream -- Recognition of Noisy Numbers Using Neural Network -- Secure Group Authentication Scheme for LTE-Advanced -- Frequency Fractal Behaviour in the Retina Nano Centre- Fed Dipole Antenna Network of a Human Eye -- Trigonometric Probability Tuning in Asynchronous Differential Evolution -- Analytical review on Image Compression using Fractal Image Coding -- The Fulcrum principle between Parasympathetic and Sympathetic peripheral systems: Auditory noise can modulate body's peripheral temperature -- Improved Clustering Algorithm for Wireless Sensor Network -- Fuzzy based probabilistic ecological risk assessment approach: A case study of heavy metal contaminated soil -- Performance Comparisons of Four Modified Structures of Log Periodic Three Element Microstrip Antenna Arrays -- Preliminary Study of Ecommerce Adoption in Indian Handicraft SME: A Case Study -- Threat Detection for Software Vulnerability using DE based Adaptive Approach -- Methods to choose the 'Best-fit' Patch in Patch-Based Texture Synthesis Algorithm -- Revisiting Requirements Analysis Techniques and Challenges -- Speech Recognition with Combined MFCC, MODGDF and ZCPA Features Extraction techniques using NTN and MNTN conventional Classifiers for Telugu language -- Real Time Sentiment Analysis of Big Data Applications Using Twitter Data with Hadoop Framework -- Addressing Security concerns for Infrastructure of Cloud Computing.…”

Time Series Analysis and Forecasting Selected Contributions from ITISE 2017 /

Table of Contents: “…Preface -- Advanced Mathematical Methodologies in Time Series -- Forecasting via Fokker-Planck using conditional probabilities -- Cryptanalysis of a Random Number Generator Based on a Chaotic Ring Oscillator -- Further Results on Robust Multivariate Time Series Analysis in Nonlinear Models with Autoregressive and t-Distributed Errors -- A New Estimation Technique for AR(1) Model with Long-tailed Symmetric Innovations -- Prediction of High-Dimensional Time Series with Exogenous Variables Using Generalized Koopman Operator Framework in Reproducing Kernel Hilbert Space -- Eigenvalues distribution limit of covariance matrices with AR processes entries -- Computational Intelligence Methods for Time Series -- Deep Learning for Detection of BGP Anomalies -- Using Scaling Methods to Improve Support Vector Regression's Performance for Travel Time and Traffic Volume Predictions -- Dimensionality Reduction and Similarity Measures in Time Series -- Linear Trend Filtering via Adaptive Lasso -- Detecting Discords in Quasi Periodic Time-series Data - A Case Study with Electrocardiogram Data -- Similarity Analysis of Time Interval Data Sets - A Graph Theory Approach -- Logical Comparison Measures in Classification of Data -- Econometric Models -- Asymptotic and Bootstrap Tests For a Change in Autoregression Omitting Variability Estimation -- Distance Between VARMA Models and its Application to Spatial Differences Analysis in the Relationship GDP - Unemployment Growth Rate in Europe -- Copulas for Modeling the Relationship between the Inflation and the Exchange Rates -- Energy Time Series Forecasting -- Fuel Consumption Estimation for Climbing Phase -- Time Series Optimization for Energy Prediction in Wi-Fi Infrastructures -- An econometric analysis of the merit order effect in electricity spot price: the Germany case -- Forecasting in Real Problems -- The analysis of variability of short data sets based on Mahalanobis distance calculation and surrogate time series testing -- On generalized additive models with dependent time series covariates -- A Bayesian Approach to Astronomical Time Delay Estimations -- Further Results on a Modified EM Algorithm for Parameter Estimation in Linear Models with Time-Dependent Autoregressive and t-Distributed Errors. .…”

Intelligent Decision Technologies 2017 Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) - Part II /

Table of Contents: “…A Development of Classification Model for Smartphone Addiction Recognition System Based on Smartphone Usage Data -- Complex Object Recognition Based on Multi-shape Invariant Radon Transform -- Genetic Algorithms Based Resampling for the Classification of Unbalanced Datasets -- Analysis of Multiple Classifiers Performance for Discretized Data in Authorship Attribution -- Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames -- Decision-Controlled Digitization Architecture for Internet of Things and Microservices -- Digital Enterprise Architecture Management in Tourism - State of the Art and Future Directions -- Building Fuzzy Variance Gamma Option Pricing Models With Jump Levy Process -- Evolutionary Regressor Selection in ARIMA Model for Stock Price Time Series Forecasting -- Applying Domain Knowledge for Data Quality Assessment in Dermatology -- A Data Analytics Framework for Business in Small and Medium-Sized Organizations -- Visual Analysis of Eye Movement Data with Fixation Distance Plots -- Which Symbols, Features, and Regions Are Visually Attended in Metro Maps? …”

Modeling and Simulation in HPC and Cloud Systems

Intelligent Systems and Applications Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys) 2016 /

Table of Contents: “…Pattern sets for financial prediction: A follow-up -- OptimumWells Placement in Oil Fields using Cellular Genetic Algorithms and Space Efficient Chromosomes -- Transient Stability Enhancement using Sliding Mode based NeuroFuzzy Control for SSSC -- A Multi-objective Genetic Algorithm for Path Planning with Micro Aerial Vehicle Test Bed -- Mining Process Model Descriptions of Daily Life through Event Abstraction -- A novel approach for time series forecasting with multiobjective clonal selection optimization and modeling -- ARTool - Augmented Reality Human-Machine Interface for Machining Setup and Maintenance -- Some Properties of Gyrostats Dynamical Regimes close to New Strange Attractors of the Newton-Leipnik Type -- Toward Designing an efficient System for Delivering Contextual Content -- The CaMeLi Framework - A Multimodal Virtual Companion for Older Adults -- Emotional Domotics: Inhabitable home automation system for emotion modulation through facial analysis -- Measuring Behavioural Change of Players in Public Goods Game -- Object Segmentation for Vehicle Video and Dental CBCT by Neuromorphic Convolutional Recurrent Neural Network -- Multi-recource Minority Game andWeighted Resources -- M2M Routing Protocol for Energy Efficient and Delay Constrained in IoT Based on an Adaptive Sleep Mode -- Integration of Fuzzy C-Means and Artificial Neural Network for Short-Term Localized Rainfall Forecasting in Tropical Climate -- Neural Network Configurations Analysis for Recognition System of Pattern of Speech Signal based on Low Order DCT Parameters -- Knowledge-based expert system using a set of rules to assist a tele-operated mobile rob -- Fuzzy Waypoint Guidance Controller for Wave Adaptive Modular Vessel (WAM-V) -- Trust and Resource Oriented Communication Scheme in Mobile Ad hoc Networks -- Hybrid Audio Steganography and Cryptography Method Based on High Least Significant Bit (LSB) Layers and One-time Pad - A Novel Approach -- Generalised and Versatile Connected Health Solution on the Zynq SoC.…”

5th International Symposium on Data Mining Applications

Information Technology - New Generations 15th International Conference on Information Technology /

Table of Contents: “…Part I Cybersecurity -- Safeguarding Personal Health Information: Case Study -- Cybersecurity as People Powered Perpetual Innovation -- Performance Study of the Impact of Security on 802.11ac Networks -- Training Neural Tensor Networks with the Never Ending Language Learner -- PERIA-Framework: A Prediction Extension Revision Image Annotation Framework -- The Modern State and the Further Development Prospects of Information Security in the Republic of Kazakhstan -- Evaluating Cyber Threats to the United Kingdom's National Health Service (NHS) Spine Network -- A Virtual Animated Commentator Architecture for Cybersecurity Competitions -- Malicious Software Classification using VGG16 Deep Neural Network's Bottleneck Features -- Cybersecurity Vulnerabilities Assessment (A Systematic Review Approach) -- A Self Proxy Signature Scheme over NTRU Lattices -- Towards an Ontology of Security Assessment: a core model proposal -- Integration of Mobile Forensic Tool Capabilities -- Deep Packet Inspection: A Key Issue for Network Security -- What Petya/NotPetya Ransomware is and What its Remidiations are -- Analysis of Security Vulnerability and Analytics of Internet of Things (IOT) Platform -- New Techniques for Public Key Encryption with Sender Recovery -- Cloud Intrusion Detection and Prevention system for M-voting application in South Africa -- Protecting Personal Data with Blockchain Technology -- The Role of CAE-CDE in Cybersecurity Education for Workforce Development -- Software Optimizations for DES -- Part II Networking and Wireless Communications -- Design and Development of VXLAN based Cloud Overlay Network Monitoring System and Environment -- End to End Delay Analysis in a Two Tier Cluster Hierarchical Wireless Sensor Networks -- Tools to Support SMEs to Migrate to the Cloud: Opportunities and Challenges -- A Dual canister medicine IoT Dispenser -- Local Clock Synchronization without Transmission Delay Estimation of Control Messages in Wireless Sensor Networks -- Denial of service attacks in wireless sensor networks with proposed countermeasures -- Part III Education and Technology -- Internet-Based Education: A New Milestone for Formal Language and Automata Courses -- Teaching Communication Management in Software Projects through Serious Educational Games -- Gamification applied in the teaching of agile Scrum methodology -- An Experience of Using a Board Serious Virtual Game for Teaching the SCRUM Framework -- Part IV Agile Software Testing and Development -- Teaching Scrum by Doing Scrum in Internships in South Africa to Prepare Interns for Agile Projects -- Alignment of Requirements and Testing in Agile: an Industrial Experience -- Health Care Information Systems: A Crisis Approach -- Using Correct-by-Construction Software Agile Development -- Service-Centered Operation Methodology (MOCA) application supported by computer science to improve continuously care quality in public services -- Improving Agile Software Development with Domain Ontologies -- A Stratified Sampling Algorithm for Artificial Neural Networks -- Part V Data Mining/Machine Learning -- Mining ENADE Data from the Ulbra Network Institution -- Fault diagnostic of variance shifts in clinical monitoring using an Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA) -- Investigating Attribute Assessment for Credit Granting on a Brazilian Retail Enterprise -- Cross-language approach for sentiment classification in Brazilian Portuguese with ConvNets -- Thematic Spatiotemporal Association Rules to Track the Evolving of Visual Features and their Meaning in Satellite Image Time Series -- DeRis: Information system supporting the prediction of default risk in companies -- Taking a Steppe towards optimizing Note-Taking Software by creation of a Note Classification Algorithm -- Pattern Recognition for Time Series Forecasting: A Case Study of a Helicopter's Flight Dynamics -- A model for hour-wise prediction of mobile device energy availability -- Enhancing Lipstick Try-On with Augmented Reality and Color Prediction Model -- A Traffic Light Recognition Device -- An Approach to Prepare Data to Feed Visual Metaphors in a Multiple View Interactive Environment -- Reproducible Research in Document Analysis and Recognition -- Music Genre Classification using Data Mining and Machine Learning -- Improving word representations using Paraphrase dataset -- A Initial Experimental Evaluation of the NeuroMessenger: A Collaborative Tool to Improve the Empathy of Text Interactions -- Dual Long Short-Term Memory Networks for Sub-Character Representation Learning -- Business Intelligence Dashboard Application for Insurance Cross Selling -- Speech Features Analysis for Tone Language Speaker Discrimination Systems -- Selection of Transformations of Continuous Predictors in Logistic Regression -- Part VI Software Engineering -- A Generic Approach to Efficiently Parallelize Legacy Sequential Software -- Clustering and Combinatorial Methods for Test Suite Prioritization of GUI and Web Applications -- A Timed Petri Net Model to Specify Scenarios of Video Games -- Survey of Biometric Techniques for Automotive Applications -- A Survey on adoption Good Practices for ICT Governance at Enhanced Organizations -- Budget and User Feedback Control Strategy-based PRMS Scenario Web Application -- A Controlled Natural Language Editor for Semantic of Business Vocabulary and Rules -- An Approach Based on Possibilistic WorkFlow Nets to Model Multiplayer Video Games -- A Requirements Engineering-based Approach for evaluating Security Requirements Engineering Methodologies -- Increasing the prediction quality of software defective modules with automatic feature engineering -- Part VII High Performance Computing Architectures -- NSF Noyce Recruitment and Mentorship -- Mining Associations between Two Categories using Unstructured Text Data in Cloud -- A Note on Computational Science Curriculum -- Development of a Local Cloud-Based Bioinformatics Architecture -- Part VIII Computer Vision, Image Processing/Analysis -- A Computer Vision Based Algorithm for Obstacle Avoidance -- The ST-Vis tool for SpatioTemporal Visualization -- Detection of early gastric cancer from endoscopic images using Wavelet Transform Modulus Maxima -- Detection method of early esophageal cancer from endoscopic image using dyadic wavelet transform and four-layer neural network -- Study of Specific Location of Exhaustive Matching in Order to Improve the Optical Flow Estimation -- Solarpowered UAV Platform System: a Case Study for Ground Change Detection in BRIC Countries -- Part IX Health, Bioinformatics, Pattern Detection and Optimization -- Benefits of Establishing Makerspaces in Distributed Development Environment -- Semantic Description of Healthcare Devices to Enable Data Integration -- Applying transfer learning to QSAR regression models -- Investigating the Recognition of Non-Articulatory Sounds by using Statistical Tests and Support Vector Machine -- A Complete Diabetes Management and Care System -- On the use of van der Pauw Technique to Monitor Skin Burning in Patients Undergoing Interferential Current Therapy (IFC) with Extension to Other E-Stim Monitoring -- Part X Potpourri -- Smart Lighting Controlling System: Case Study of Yarmouk University Museum -- Incremental Topology Generated for ANN A Case Study on a Helicopter's Flight Simulation -- Degree Aware Triangulation of Annular Regions -- Heuristic Approaches for the Open-Shop Scheduling Problem -- Continuous State Power-down Systems for Renewable Energy Management -- Extracting Timing Models from Component-based Multi-criticality Vehicular Embedded Systems -- Part XI Short Papers -- Customer services management and satisfaction of Internet-related banking of First National Bank -- BIG IoT - Interconnecting IoT Platforms from different domains - First success story -- Cross-Cultural Perspective of E-Commerce -- Website Usability Requirements: Through the Lens of…”

Introduction to Deep Learning Business Applications for Developers From Conversational Bots in Customer Service to Medical Image Processing / by Vieira, Armando

Handbook of Mathematical Geosciences Fifty Years of IAMG /

Table of Contents: “…Chapter 32 The Origins of the Multiple-Point Statistics (MPS) Algorithm -- 36. Chapter 33 Predictive Geometallurgy: An Interdisciplinary Key Challenge for Mathematical Geosciences? …”

Classification, (Big) Data Analysis and Statistical Learning

Table of Contents: “…Bremen) -- P-splines based clustering as a general framework: some applications using different clustering algorithms - C. …”