Search Results - Time-series forecasting algorithm performance prediction

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? …”

Trends and Perspectives in Linear Statistical Inference LinStat, Istanbul, August 2016 /

Table of Contents: “…Holgersson) -- Bootstrap type-1 fuzzy functions approach for time series forecasting (A. Z. Dalar, E. Eğrioğlu) -- A weighted ensemble learning by SVM for longitudinal data: Turkish bank bankruptcy (B. …”

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…”

Studies in Theoretical and Applied Statistics SIS 2016, Salerno, Italy, June 8-10 /

Classification, (Big) Data Analysis and Statistical Learning

Table of Contents: “…Caviezel (Univ. of Bergamo) et al -- Comparing multi-step ahead forecasting functions for time series clustering - M. …”

Mathematical and Statistical Methods for Actuarial Sciences and Finance MAF 2018 /

Table of Contents: “…Vannucci, The Rearrangement algorithm of Puccetti and Rüschendorf: proving the convergence -- 3 R. …”

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.…”