Search Results - Machine Learning Regression Algorithm

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.…”

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

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 .…”

Applied Deep Learning A Case-Based Approach to Understanding Deep Neural Networks / by Michelucci, Umberto

Targeted Learning in Data Science Causal Inference for Complex Longitudinal Studies / by van der Laan, Mark J.

Classification, (Big) Data Analysis and Statistical Learning

Table of Contents: “…Corduas (Univ. of Naples Federico II) et al -- Electre Tri-Machine Learning Approach to the Record Linkage - V. …”

Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches /

Table of Contents: “…6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms --…”

Artificial Intelligence for Signal Processing and Wireless Communication /

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

Table of Contents: “…84 Automated machine learning --…”

BIOKYBERNETIKA : Mathematics for Theory and Control in the Human and in Society /

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.…”

Artificial Intelligence and Robotics

Table of Contents: “…Identification of the Conjugate Pair to Estimating Object Distance: An Application of the Ant Colony Algorithm.-Design of Palm Acupuncture Points Indicator -- Low-rank Representation and Locality-constrained Regression for Robust Low-Resolution Face Recognition -- Face Recognition Benchmark with ID Photos -- Scene Relighting using a Single Reference Image through Material Constrained Layer Decomposition -- Applying Adaptive Actor-critic Learning to Human Upper Lime Lifting Motion -- A Demand-based Allocation Mechanism for Virtual Machine -- A Joint Hierarchy Model for Action Recognition Using Kinect -- QoS-Based Medical Program Evolution -- An Improved 3D Surface Reconstruction Method based on Three Wavelength Phase Shift Profilometry -- The Research on the Lung Tumor Imaging based on the Electrical Impedance Tomography -- Combining CNN and MRF for Road Detection -- The Increasing of Discrimination Accuracy of Waxed Apples based on Hyperspectral Imaging Optimized by Spectral Correlation Analysis -- A Diffeomorphic Demons Approach to Statistical Shape Modeling.…”

Advances in Intelligent Systems and Interactive Applications Proceedings of the 2nd International Conference on Intelligent and Interactive Systems and Applications (IISA2017) /

Table of Contents: “…. -- Research on the path monitoring capability of wireless multimedia sensor network -- Preopen set and preclosed set on intuitive fuzzy topological spaces -- Neural Network method for Compressed Sensing -- A Survey on Microwave Surface Emissivity Retrieval Methods -- Design of Multi-mode Switching Damping Shock Absorber for Active Suspension and Ride Comfort Test -- Research on the System of Patrol Unmanned Aerial Vehicle (UAV) Docking on Charging Pile based on Autonomous Identification and Tracking -- On Data Analysis in Forest Fire Induced Breakdown of the Transmission Line -- Ultrasonic Guided Wave Testing Method of Gun Barrel Crack Defects Based on L (0, 2) Mode -- Target re-identification based on dictionary learning -- Research on High Impedance Fault Detection Method of Distribution Network Based on S Transform -- Research on the protocols of VPN -- Penetration Level Permission of Small Hydropower Station in Distributed Network -- Research on Smooth Switching Method of Micro-Grid Operation -- A new BDD algorithm for fault tree analysis -- A sparse nonlinear signal reconstruction algorithm in the wireless sensor network -- Chinese POS Tagging with Attention-based Long Short-Term Memory Network -- A New Weighted Decision Making Method for Accurate Sound Source Localization -- The efficiency factors of point-to-point wireless energy transfer system in a closed satellite cavity -- Personalized Point-of-Interest Recommendation in Location-Based Social Networks -- Verification of CAN-BUS Communication on robots based on xMAS -- Network Traffic Classification Using Machine Learning Algorithms -- Fault analysis and fault diagnosis method review on active distribution network -- Extensive Survey on Networked Wireless Control -- Part 5. …”

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…”

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

Table of Contents: “…Invernizzi and V. Magatti, Could Machine Learning predict the Conversion in Motor Business? …”

Research and innovation forum 2022 : rupture, resilience and recovery in the post-Covid world /

Table of Contents: “…4.2 RQ2: The Development of Innovation and Sustainability -- 5 Conclusions -- References -- Science, Technology and Innovation Policy in the USA During the Covid-19 Pandemic -- 1 Introduction -- 2 Methodology -- 3 The Position of the USA in Terms of Innovation in the Light of the Global Innovation Index 2021 -- 4 The STI Policy Measures Implemented in the USA During the Covid-19 Pandemic -- 5 Conclusions -- References -- An Application of Machine Learning in the Early Diagnosis of Meningitis -- 1 Introduction -- 1.1 Machine Learning Algorithms -- 2 Orange Canvas -- 2.1 Random Forest -- 2.2 K-Nearest-Neighbors -- 2.3 Logistic Regression -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Research Development on Assistive Technology: A Network and Concept-Linking Analysis -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Collection and Descriptive Analysis -- 2.2 Network Analysis -- 2.3 Concept-Linking Analysis -- 3 Results -- 3.1 Descriptive Analysis -- 3.2 Network Analysis Results in Co-occurrence and Direct Citation -- 3.3 Results About Concept-Linking Analysis by Year -- 4 Conclusion -- References -- Intelligent Screening from X-Ray Digital Images Based on Deep Learning -- 1 Introduction -- 2 Techniques for Intelligent Screening -- 2.1 Big Data -- 2.2 Artificial Intelligence -- 3 Combination Method Proposal -- 3.1 Combination Method #1 -- 3.2 Combination Method #2 -- 3.3 Experiments -- 4 Conclusions and Future Work -- References -- Addressing the Challenges of Biological Passport Through Blockchain Technology -- 1 Introduction -- 2 Background -- 2.1 Athlete Biological Passport -- 2.2 Overview of Blockchain -- 3 Proposed Solution -- 4 Implementation -- 4.1 Implementation Requirements -- 4.2 Participants -- 5 Conclusions -- References -- Impact of 5S Method in Apparel Industry -- 1 Introduction -- 1.1 Problem Statement.…”