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sg:pub.10.1007/978-0-387-69942-4_1 Introduction
sg:pub.10.1007/978-3-319-25127-1_4 Machine Learning for Data Science: Mathematical or Computational
sg:pub.10.1007/978-3-319-28397-5_2 Efficient Batch Parallel Online Sequential Extreme Learning Machine Algorithm Based on MapReduce
sg:pub.10.1007/978-981-10-8476-8_4 Implementing Scalable Machine Learning Algorithms for Mining Big Data: A State-of-the-Art Survey
sg:pub.10.1007/978-3-030-40850-3_3 Intelligent Learning Analytics in Healthcare Sector Using Machine Learning
sg:pub.10.1007/978-3-030-82469-3_9 Explainable AI for Healthcare: A Study for Interpreting Diabetes Prediction
sg:pub.10.1007/978-3-319-28397-5_16 Time Series Prediction Based on Online Sequential Improved Error Minimized Extreme Learning Machine
sg:pub.10.1007/978-3-319-48506-5_7 GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification
sg:pub.10.1007/978-3-642-04180-8_1 Theory-Practice Interplay in Machine Learning – Emerging Theoretical Challenges
sg:pub.10.1007/978-3-642-22000-5_2 Machine Learning and Agents
sg:pub.10.1007/978-3-030-58989-9_1 Evolutionary Extreme Learning Machine Weighted Fuzzy-Rough Nearest-Neighbour Classification
sg:pub.10.1007/978-3-319-44778-0_57 Sparse Extreme Learning Machine Classifier Using Empirical Feature Mapping
sg:pub.10.1007/978-981-33-6815-6_13 Mathematical and Algorithmic Aspects of Scalable Machine Learning
sg:pub.10.1007/978-3-030-38040-3_18 Performance Analysis of Automated Detection of Diabetic Retinopathy Using Machine Learning and Deep Learning Techniques
sg:pub.10.1007/978-3-319-14063-6_36 Extreme Learning Machine for Clustering
sg:pub.10.1007/978-981-15-3308-2_60 Sentiment Analysis System for Myanmar News Using Support Vector Machine and Naïve Bayes
sg:pub.10.1007/978-3-319-28397-5_4 Multi-layer Online Sequential Extreme Learning Machine for Image Classification
sg:pub.10.1007/978-3-319-72413-3_20 An Introduction to Adversarial Machine Learning
sg:pub.10.1007/978-1-4939-1887-4_8 Context and Machine Learning
sg:pub.10.1007/11759966_94 Robust Recursive Complex Extreme Learning Machine Algorithm for Finite Numerical Precision
sg:pub.10.1007/978-3-030-33820-6_8 Performance Evaluation of Different Machine Learning Methods and Deep-Learning Based Convolutional Neural Network for Health Decision Making
sg:pub.10.1007/978-3-642-05177-7_3 Machine Learning Algorithms Inspired by the Work of Ryszard Spencer Michalski
sg:pub.10.1007/978-3-030-75847-9_1 Fundamentals of Machine Learning
sg:pub.10.1007/978-3-642-05177-7_1 Ryszard S. Michalski: The Vision and Evolution of Machine Learning
sg:pub.10.1007/978-3-030-32150-5_110 Content Based Image Retrieval Using Machine Learning Based Algorithm
sg:pub.10.1007/978-981-15-0184-5_41 Cardiac Arrhythmia Detection Using Ensemble of Machine Learning Algorithms
sg:pub.10.1007/978-981-15-9651-3_50 A Quantum Machine Learning Classifier Model for Diabetes
sg:pub.10.1007/978-3-030-43823-4_29 Hardware Acceleration of Machine Learning Beyond Linear Algebra
sg:pub.10.1007/978-3-319-17290-3_3 Machine Learning
sg:pub.10.1007/978-981-13-1687-6_18 Quantum Reservoir Computing: A Reservoir Approach Toward Quantum Machine Learning on Near-Term Quantum Devices
sg:pub.10.1007/978-3-030-69999-4_136 Artificial Intelligence Technology Based on Machine Learning Algorithm
sg:pub.10.1007/978-3-030-49760-6_12 Flatpack ML: How to Support Designers in Creating a New Generation of Customizable Machine Learning Applications
sg:pub.10.1007/978-1-4614-6940-7_17 Machine Learning
sg:pub.10.1007/978-3-642-36318-4_3 Machine Learning Strategies for Time Series Forecasting
sg:pub.10.1007/978-3-030-44907-0_8 Machine Learning Techniques for Wireless-Powered Ambient Backscatter Communications: Enabling Intelligent IoT Networks in 6G Era
sg:pub.10.1007/978-981-32-9990-0_1 Introduction to Evolutionary Machine Learning Techniques
sg:pub.10.1007/978-3-030-59126-7_173 Study of Machine Learning Techniques for Transport
sg:pub.10.1007/978-3-642-13166-0_12 Machine Learning Support for Human Articulation of Concepts from Examples – A Learning Framework
sg:pub.10.1007/978-3-030-30577-2_30 Predictive Modeling and Sentiment Classification of Social Media Through Extreme Learning Machine
sg:pub.10.1007/978-3-030-01081-2_4 The Case for Case Based Learning
sg:pub.10.1007/978-981-10-3920-1_31 Classifying Gait Data Using Different Machine Learning Techniques and Finding the Optimum Technique of Classification
sg:pub.10.1007/978-3-030-03928-8_18 A Comparative Study Between Deep Learning and Traditional Machine Learning Techniques for Facial Biometric Recognition
sg:pub.10.1007/978-981-15-8760-3_2 Implied Volatility Pricing with Selective Learning
sg:pub.10.1007/978-3-319-31861-5_7 Distributed Platforms and Cloud Services: Enabling Machine Learning for Big Data
sg:pub.10.1007/978-3-030-01313-4_10 Universal Learning Machine – Principle, Method, and Engineering Model Contributions to ICIS 2018
sg:pub.10.1007/978-3-658-30168-2_14 Machine Learning Infusion in Service Processes
sg:pub.10.1007/978-3-319-12637-1_59 Adaptive Wavelet Extreme Learning Machine (AW-ELM) for Index Finger Recognition Using Two-Channel Electromyography
sg:pub.10.1007/978-3-642-02490-0_66 An Evaluation of Machine Learning-Based Methods for Detection of Phishing Sites
sg:pub.10.1007/978-3-030-20915-5_40 Appropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis
sg:pub.10.1007/978-3-319-94878-2_4 Deep Learning and Machine Learning in Imaging: Basic Principles
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sg:pub.10.1007/s12559-017-9451-y Dolphin Swarm Extreme Learning Machine
sg:pub.10.1007/bf00141197 Machine learning: a survey of current techniques
sg:pub.10.1007/s11633-012-0688-3 Selective ensemble extreme learning machine modeling of effluent quality in wastewater treatment plants
sg:pub.10.1007/s10586-017-1085-z Study on a confidence machine learning method based on ensemble learning
sg:pub.10.1007/s00034-020-01388-9 Spoken Language Identification Based on Particle Swarm Optimisation–Extreme Learning Machine Approach
sg:pub.10.1134/s1064226921040045 Optimized Extreme Learning Machine for Intelligent Spectrum Sensing in 5G systems
sg:pub.10.1007/s00521-021-05951-6 Awesome back-propagation machine learning paradigm
sg:pub.10.1007/s12293-016-0198-x Unsupervised and semi-supervised extreme learning machine with wavelet kernel for high dimensional data
sg:pub.10.1007/s12652-019-01488-8 Two noise tolerant incremental learning algorithms for single layer feed-forward neural networks
sg:pub.10.1038/s42256-021-00364-5 Collaborative learning without sharing data
sg:pub.10.1365/s40702-020-00585-z Implikationen von Machine Learning auf das Datenmanagement in Unternehmen
sg:pub.10.1038/s41591-020-01197-2 Eight ways machine learning is assisting medicine
sg:pub.10.1007/s00521-019-04494-1 Research on radar signal recognition based on automatic machine learning
sg:pub.10.1007/s11665-021-05507-8 Prediction of Cutting Forces in Milling Using Machine Learning Algorithms and Finite Element Analysis
sg:pub.10.1155/2008/491503 Digital Communication Receivers Using Gaussian Processes for Machine Learning
sg:pub.10.1007/s10706-013-9710-y Extreme Learning Machine Based Modeling of Resilient Modulus of Subgrade Soils
sg:pub.10.1007/s10044-020-00891-8 Deep kernel learning in extreme learning machines
sg:pub.10.1186/1471-2105-12-s11-a7 Oqtans: a Galaxy-integrated workflow for quantitative transcriptome analysis from NGS Data
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sg:pub.10.1007/s11063-021-10435-8 Augmented Online Sequential Quaternion Extreme Learning Machine
sg:pub.10.1007/s13204-021-02000-5 Drug–target interaction prediction using artificial intelligence
sg:pub.10.1007/s13042-016-0544-9 Timeliness online regularized extreme learning machine
sg:pub.10.1007/s00500-012-0817-5 Variable activation function extreme learning machine based on residual prediction compensation
sg:pub.10.1007/s11063-021-10465-2 Symbolic Regression Based Extreme Learning Machine Models for System Identification
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sg:pub.10.1007/s10639-020-10102-w Utilizing crowdsourcing and machine learning in education: Literature review
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sg:pub.10.1007/s13042-017-0777-2 Per-sample prediction intervals for extreme learning machines
sg:pub.10.1007/s11063-012-9246-9 Parallel Chaos Search Based Incremental Extreme Learning Machine
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sg:pub.10.1186/1758-2946-3-28 AZOrange - High performance open source machine learning for QSAR modeling in a graphical programming environment
sg:pub.10.1007/s10559-019-00153-4 Distributed Bayesian Machine Learning Procedures
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sg:pub.10.1007/bf00116898 Scaling up inductive learning with massive parallelism
sg:pub.10.1007/s11294-021-09815-6 An Introduction to Machine Learning for Panel Data
sg:pub.10.1007/s11063-013-9286-9 Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning
sg:pub.10.1023/a:1018086232231 Scaling Up Inductive Learning with Massive Parallelism
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sg:pub.10.1007/s10590-021-09277-x Philipp Koehn: Neural Machine Translation
sg:pub.10.1007/s00521-014-1777-8 Manifold regularized extreme learning machine
sg:pub.10.1038/s42256-018-0014-z More than machines
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sg:pub.10.1007/s10044-020-00880-x Supervised and semi-supervised twin parametric-margin regularized extreme learning machine
sg:pub.10.1007/s00521-014-1714-x Feature Adaptive Online Sequential Extreme Learning Machine for lifelong indoor localization
sg:pub.10.1186/s13673-019-0167-8 Visual analytics for collaborative human-machine confidence in human-centric active learning tasks
sg:pub.10.1007/s00146-017-0764-x Machine learning: A structuralist discipline?
sg:pub.10.1007/s10773-020-04656-1 Quantum Driven Machine Learning
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sg:pub.10.1007/s11801-018-7254-3 Support vector machine incremental learning triggered by wrongly predicted samples
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sg:grant.8306368 Research on Parameter Learning Problems in Statistical Machine Translation
sg:grant.4989148 Learning objectives and evaluation metrics based on information theory machine
sg:grant.8303799 Research on interactive machine teaching and machine learning algorithms
sg:grant.8297971 Research on a Theory and Method of "Statistic + Structure" Machine Learning
sg:grant.4934912 No study supervised machine learning based evolutionary multi-objective optimization
sg:grant.8306399 Visual Analysis of Parameter Adjustment in Machine Learning
sg:grant.9082159 Noise Labels in Machine Learning: Evaluation measures and machine learning algorithms
sg:grant.8304035 Research on Random Forest Machine Learning Theory and Algorithm for Big Data
sg:grant.8305180 Cognitive-oriented multi-source data learning theory and algorithm
sg:grant.4995493 Theory and Methods sparse semi-supervised learning
sg:grant.3930617 Hardware-based accelerators for real-time machine learning
sg:grant.4246593 Kernel-based structured prediction
sg:grant.8306895 Research on Machine Learning Modeling and Algorithm Based on Data Characteristic Analysis
sg:grant.8306291 Research on Key Technologies of Large-scale Machine Learning Performance Optimization Based on Characteristic Analysis
sg:grant.8304385 Robust machine learning method based on adaptive selection of loss function under non-independent and identical distributed noise
sg:grant.4910893 Learning Control of continuous strengthening of complex systems based on support vector machine
sg:grant.4682690 Incorporating risk assessment constraints into machine learning techniques: improved prediction models
sg:grant.6826375 Research on new machine learning method combining Exploitation-oriented Learning and Deep Learning
sg:grant.8310885 Research on New Encryption Mechanism for Machine Learning under Cloud Environment
sg:grant.4950191 1 norm regularization and support vector machine compressing machine learning framework
sg:grant.2783326 A New Generation of Trainable Machines for Multi-Task Learning
sg:grant.8311625 Research on Hyperspectral Remote Sensing Image Information Processing Based on Evolutionary Algorithm and Overrun Learning Machine
sg:grant.4997379 Uncertainty Support Vector Machine and Its Applications
sg:grant.8302014 Research on Unified Programming Model and Key Technologies of Big Data Machine Learning and Data Analysis
sg:grant.8639685 Quantum Machine Learning: Foundations and Algorithms – QuantML
sg:grant.9381548 Near Term Applications of Quantum Machine Learning Techniques to Quantum Chemistry
sg:grant.5540973 TWC: Small: Automatic Techniques for Evaluating and Hardening Machine Learning Classifiers in the Presence of Adversaries
sg:grant.8687925 Making Machine Learning Systems Configuration Free
sg:grant.6624457 CAREER: Hashing and Sketching Algorithms for Resource-Frugal Machine Learning
sg:grant.8308186 Research on Machine Learning Outsourcing Computing Based on Privacy Protection
sg:grant.8964765 To Support Machine Learning by Query Processing Techniques
sg:grant.8295557 Research on Extreme Speed Learning Machine Method Based on Integration and Active Learning
sg:grant.8523313 CIF: Small: Coding Techniques for Distributed Machine Learning
sg:grant.8303999 Research on Key Technologies of Machine Learning Processor Based on Automatic Extraction and Analysis of Algorithm Features
sg:grant.8304989 Research on Big Data Machine Learning Theory, System Platform and Network Media Application
sg:grant.8567005 Collaborative Research: Framework: Machine Learning Materials Innovation Infrastructure
sg:grant.4985243 Multicore Learning
sg:grant.8311150 Enhanced Visualization Theory and Method Based on Machine Learning
sg:grant.6981209 Research on Nonparallel Support Vector Machine Optimization Based on Structure Learning
sg:grant.9315776 Development of numerical calculation method using machine learning and semi-supervised learning
sg:grant.4247571 Machine Learning for Automated Solving of Multitask Problems
sg:grant.7161242 Reliable Open-Source Large-Scale Machine Learning
sg:grant.6140374 Fitness Landscape Learning Evolutionary Computation by means of Machine Learning
sg:grant.8635929 COMMITMENT - Modeling Comorbidity Processes through Integrative Machine Transfer Learning for Psychiatric Diseases - TP1: Developing Information Technology - Solution for Distributed Machine Learning
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sg:grant.6904830 Learning from Theories
sg:grant.7161271 Novel Machine Learning Approaches for Data from the Intensive Care Unit
sg:grant.8309935 Heterogeneous parallel processing method and platform for large-scale multi-modal machine learning
sg:grant.7058575 SaTC: CORE: Medium: Understanding and Fortifying Machine Learning Based Security Analytics
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sg:pub.10.1007/978-1-4842-7032-5 Machine Learning for Oracle Database Professionals, Deploying Model-Driven Applications and Automation Pipelines
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sg:pub.10.1007/3-540-57868-4 Machine Learning: ECML-94, European Conference on Machine Learning Catania, Italy, April 6–8, 1994 Proceedings
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URI Description
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sg:clinicaltrial.NCT04100486 A Pilot Study to Quantify the Autonomic Nervous System Balance in Healthy, Able-Bodied Individuals
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sg:clinicaltrial.NCT03833453 Prediction and Outcome Study in PTSD and (Borderline) Personality Disorders
sg:clinicaltrial.NCT03885570 Establishment of AI Prediction Model of Blood Transfusion Management in Patients With Mitral Valve Replacement
sg:clinicaltrial.NCT05060757 Microbiome Test for the Detection of Colorectal Polyps
sg:clinicaltrial.NCT04565353 Testing Multiple Behavioral Science Strategies to Increase Flu-Shot Rates
sg:clinicaltrial.NCT03868722 Short-term Combined Acalabrutinib and Venetoclax Treatment of Newly Diagnosed Patients With CLL at High Risk of Infection and/or Early Treatment, Who do Not Fulfil IWCLL Treatment Criteria.
sg:clinicaltrial.NCT03994042 EEG-based Mental Imagery Feedback in Stroke Patients With Severe Hand Dysfunction
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sg:clinicaltrial.NCT02805621 Machine leArning Based CT angiograpHy derIved FFR a Multi-ceNtEr, Registry
sg:clinicaltrial.NCT04114812 Student-centred Learning With Near-peer Tutoring Compared With a Standard Faculty-led Course for Undergraduate Training in Abdominal Ultrasound. A Multicentre Open-label Randomized Controlled Trial.
sg:clinicaltrial.NCT04835779 Biometric and Biological Data for Diagnosis and Therapy of Pain Patients German: Biometrische Und Biologische Daten für Die Diagnose Und Therapie Bei Schmerzpatienten
sg:clinicaltrial.NCT02758119 Conciliating Mastery Learning and Time Constraints on High-fidelity Simulators: Serious Game Versus Online Course to Pre-train Medical Students on the Management of an Adult Cardiac Arrest.
sg:clinicaltrial.NCT04787159 Endometrial Cancer, a New Prospective Towards an Individually Adjusted Management Plans: A Multicenter International Study
sg:clinicaltrial.NCT04290819 Effects of Creatine and Caffeine Co-Supplementation on Muscle Mass and Muscle Performance in Trained Young Adults
sg:clinicaltrial.NCT03626025 Randomized Prospective Study Comparing the Effectiveness of Massed and Spaced Learning in Microsurgical Procedures
sg:clinicaltrial.NCT03984903 Learning of Motor Control Exercises With Different Methods and Its Effects on Treatment Outcomes in Patients With Chronic Non-specific Low Back Pain: A Randomised Controlled Trial
sg:clinicaltrial.NCT03363152 MinIAttention - Attention Management in Minimal Invasive Surgery
sg:clinicaltrial.NCT04244565 Effect of Self-Directed Versus Traditional Clinical Learning Model on Nurses' Airway Management Competencies and Patients' Airway Related Incidents
sg:clinicaltrial.NCT00306124 Dopaminergic Enhancement of Learning and Memory (LL_001, Project on Dementia/MCI)
sg:clinicaltrial.NCT01432990 Robotic Gait Training VS. Conventional Physical Therapy in Spinal Cord Injury Patients.
sg:clinicaltrial.NCT03055260 Effect of Low Intensity Blood Flow Restriction Training on Lower Extremity Strength and Hypertrophy
sg:clinicaltrial.NCT03060031 Effects of Oxytocin Administration on Social Influence Effects on Pain
sg:clinicaltrial.NCT03393312 Effects of Transcranial Direct Current Stimulation on Reward Learning in Subclinical Depression.
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