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2024
Identifying top ten predictors of type 2 diabetes through machine learning analysis of UK Biobank data
Scientific Reports
2024
Automatic edge app placement for personalized heart attack predictions
Iran Journal of Computer Science
2024
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods
Sensors
2024
A Data-Driven Approach to Predicting Recreational Activity Participation Using Machine Learning
Research Quarterly for Exercise and Sport
2024
Data-driven model to predict the residual drift of precast concrete columns
Journal of Building Engineering
2024
2024 5th International Conference on Computer Engineering and Application (ICCEA)
2024
Predicting wetland soil properties using machine learning, geophysics, and soil measurement data
Journal of Soils and Sediments
2024
Hızlandırılmış Makine Öğrenmesi Algoritmaları ile Tarım Parseli Tabanlı Ürün Desen Sınıflandırması
Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi
2024
Controls of groundwater-dependent vegetation coverage in the yellow river basin, china: Insights from interpretable machine learning
Journal of Hydrology
2024
Prediction of substantial closed-globe injuries in orbital wall fractures
International Ophthalmology
2024
From pixels to prognosis: unveiling radiomics models with SHAP and LIME for enhanced interpretability
Biomedical Physics & Engineering Express
2024
An analysis of annual reports from the sustainable development goals perspective
Corporate Governance: The International Journal of Business in Society
2024
Comparison of different machine learning classification models for predicting deep vein thrombosis in lower extremity fractures
Scientific Reports
2024
Leveraging bounded datapoints to classify molecular potency improvements
RSC Medicinal Chemistry
2024
Predicting human trust in human-robot collaborations using machine learning and psychophysiological responses
Advanced Engineering Informatics
2024
Machine learning for an explainable cost prediction of medical insurance
Machine Learning with Applications
2024
Optik ve radar görüntüleri ile aşırı gradyan artırma algoritması kullanılarak tarımsal ürün desen tespiti
Geomatik
2024
Exploring the driving forces and digital mapping of soil biological properties in semi-arid regions
Computers and Electronics in Agriculture
2024
Human Activity Recognition through Smartphone Inertial Sensors with ML Approach
Engineering, Technology & Applied Science Research
2024
Enhanced Bearing Fault Diagnosis Through Trees Ensemble Method and Feature Importance Analysis
Journal of Vibration Engineering & Technologies
2024
First Lactation Milk Yield Predicted by the Heifer’s Growth Curve Derivatives
Dairy
2024
Springer Proceedings in Complexity
2024
Applying Machine Learning Methods to Improve Rainfall–Runoff Modeling in Subtropical River Basins
Water
2024
Optimizing machine learning for water safety: A comparative analysis with dimensionality reduction and classifier performance in potability prediction
PLOS Water
2024
Investigation on explainable machine learning models to predict chronic kidney diseases
Scientific Reports
2024
Predictive modeling for breast cancer classification in the context of Bangladeshi patients by use of machine learning approach with explainable AI
Scientific Reports
2024
Production Feature Analysis of Global Onshore Carbonate Oil Reservoirs Based on XGBoost Classier
Processes
2024
Combined approach to capture the evolution of oxidation of Nickel based superalloys using data driven approaches
Physical Review Materials
2024
Exploring Deep Learning and Machine Learning Approaches for Brain Hemorrhage Detection
IEEE Access
2024
Boosting the visibility of services in microservice architecture
Cluster Computing
2024
Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm
IEEE Access
2023
Predicting congenital syphilis cases: A performance evaluation of different machine learning models
PLOS ONE
2023
Lecture Notes in Networks and Systems
2023
Unveiling the Feasibility of Coalbed Methane Production Adjustment in Area L through Native Data Reproduction Technology: A Study
Energies
2023
HARNESSING XGBOOST 2.0: A LEAP FORWARD IN CLIMATE SCIENCE ANALYTICS
Grail of Science
2023
2023 IEEE 20th International Conference on Smart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET)
2023
Multi Deep Learning Based Approaches for COVID-19 Diagnosis Using Class Resampling on Chest X-ray Images
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
2023
An XGBoost-Based Knowledge Tracing Model
International Journal of Computational Intelligence Systems
2023
A Comparative Study of Machine Learning Algorithms Using Explainable Artificial Intelligence System for Predicting Liver Disease
Computing Open
2023
Machine Learning Algorithms for the Estimation of Water Quality Parameters in Lake Llanquihue in Southern Chile
Water
2023
Artifact identification in X-ray diffraction data using machine learning methods
Journal of Synchrotron Radiation
2023
XTS: A Hybrid Framework to Detect DNS-Over-HTTPS Tunnels Based on XGBoost and Cooperative Game Theory
Mathematics
2023
2023 2nd International Conference on Paradigm Shifts in Communications Embedded Systems, Machine Learning and Signal Processing (PCEMS)
2023
Optimizing Machine Learning Algorithms for Improving Prediction of Bridge Deck Deterioration: A Case Study of Ohio Bridges
Buildings
2023
Comparison of Optimal Machine Learning Algorithms for Early Detection of Unknown Hazardous Chemicals in Rivers Using Sensor Monitoring Data
Toxics
2023
GLOBECOM 2023 - 2023 IEEE Global Communications Conference
2023
Lecture Notes on Data Engineering and Communications Technologies
2023
2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA)
2023
Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection
Journal of the American Medical Informatics Association
2023
Dynamic Feature Selection for Solar Irradiance Forecasting Based on Deep Reinforcement Learning
IEEE Transactions on Industry Applications
2023
How can entrepreneurs improve digital market segmentation? A comparative analysis of supervised and unsupervised learning algorithms
International Entrepreneurship and Management Journal
2023
2023 IEEE International Conference on Big Data (BigData)
2023
Predicting the drift capacity of precast concrete columns using explainable machine learning approach
Engineering Structures
2023
Using machine learning algorithms to predict groundwater levels in Indonesian tropical peatlands
Science of The Total Environment
2023
Detection of the chronic kidney disease using XGBoost classifier and explaining the influence of the attributes on the model using SHAP
Scientific Reports
2023
Estimating the Energy Savings of Energy Efficiency Actions with Ensemble Machine Learning Models
Applied Sciences
2023
Lecture Notes in Computer Science
2023
Garment sizing system development for Amhara policemen uniforms using data mining techniques
Research Journal of Textile and Apparel
2023
The evolution of fast-growing coral reef fishes
Nature
2023
Engineering Cyber-Physical Systems and Critical Infrastructures
2023
Predicting volumetric error compensation for five-axis machine tool using machine learning
International Journal of Computer Integrated Manufacturing
2023
Lecture Notes in Networks and Systems
2023
Detecting Arabic sexual harassment using bidirectional long-short-term memory and a temporal convolutional network
Egyptian Informatics Journal
2023
Advances in Intelligent Systems and Computing
2023
Machine Learning and Artificial Neural Network for Predicting Heart Failure Risk
Computer Systems Science and Engineering
2023
Decision trees: from efficient prediction to responsible AI
Frontiers in Artificial Intelligence
2023
Pipeline Inspection and Health Monitoring Technology
2023
On the efficient implementation of classification rule learning
Advances in Data Analysis and Classification
2023
Improving Wildfire Probability Modeling by Integrating Dynamic-Step Weather Variables over Northwestern Sichuan, China
International Journal of Disaster Risk Science
2023
An Empirical Study on Detection of Android Adware Using Machine Learning Techniques
Multimedia Tools and Applications
2023
Investigating hardware and software aspects in the energy consumption of machine learning: A green AI‐centric analysis
Concurrency and Computation: Practice and Experience
2022
Bandwidth-Optimal Random Shuffling for GPUs
ACM Transactions on Parallel Computing
2022
A Transfer-Learning-Based Deep Convolutional Neural Network for Predicting Leukemia-Related Phosphorylation Sites from Protein Primary Sequences
International Journal of Molecular Sciences
2022
2022 2nd International Conference on Computing and Machine Intelligence (ICMI)
2022
Intelligent Mechanochemical Design of Co-Amorphous Mixtures
Crystal Growth & Design
2022
2022 5th International Conference on Contemporary Computing and Informatics (IC3I)
2022
An Imitation Learning-Enhanced Iterated Matching Algorithm for On-Demand Food Delivery
IEEE Transactions on Intelligent Transportation Systems
2022
Anomaly Detection and Classification in Water Distribution Networks Integrated with Hourly Nodal Water Demand Forecasting Models and Feature Extraction Technique
Journal of Water Resources Planning and Management
2022
2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)
2022
[Retracted] Exploring the Path of Enhancing Ideological and Political Education in Universities in the Era of Big Data
Journal of Environmental and Public Health
2022
Logging-data-driven permeability prediction in low-permeable sandstones based on machine learning with pattern visualization: A case study in Wenchang A Sag, Pearl River Mouth Basin
Journal of Petroleum Science and Engineering
2022
A Novel Framework for Generating Personalized Network Datasets for NIDS Based on Traffic Aggregation
Sensors
2022
Remote Sensing and Meteorological Data Fusion in Predicting Bushfire Severity: A Case Study from Victoria, Australia
Remote Sensing
2022
An effective matching algorithm with adaptive tie-breaking strategy for online food delivery problem
Complex & Intelligent Systems
2022
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles
PeerJ Computer Science
2022
BigRC-EML: big-data based ransomware classification using ensemble machine learning
Cluster Computing
2022
Improving automated diagnosis of epilepsy from EEGs beyond IEDs
Journal of Neural Engineering
2022
An Ultra-Resolution Features Extraction Suite for Community-Level Vegetation Differentiation and Mapping at a Sub-Meter Resolution
Remote Sensing
2022
Reflectance spectroscopy for assessing heavy metal pollution indices in mangrove sediments using XGBoost method and physicochemical properties
CATENA
2022
Machine Learning and Multiple Imputation Approach to Predict Chlorophyll-a Concentration in the Coastal Zone of Korea
Water
2022
2022 2nd Asian Conference on Innovation in Technology (ASIANCON)
2022
Survival Regression with Accelerated Failure Time Model in XGBoost
Journal of Computational and Graphical Statistics
2022
2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)
2022
Lecture Notes in Networks and Systems
2022
A Hybrid Attention-based LSTM-XGBoost Model for Detection of ECG-based Atrial Fibrillation
Gazi University Journal of Science Part A: Engineering and Innovation
2022
Evidence for residential building retrofitting practices using explainable AI and socio-demographic data
Energy Reports
2022
Machine learning-enabled optimization of extrusion-based 3D printing
Methods
2022
Smart Innovation, Systems and Technologies
2022
Lecture Notes in Networks and Systems
2022
2nd International Conference on Artificial Intelligence, Automation, and High-Performance Computing (AIAHPC 2022)
2022
Improvement of Genomic Predictions in Small Breeds by Construction of Genomic Relationship Matrix Through Variable Selection
Frontiers in Genetics
2022
Studies in Computational Intelligence
2022
A two-step machine learning method for casualty prediction under emergencies
Journal of Safety Science and Resilience
2022
The Comparsion of Stock Return Prediction for Random Forest, Ordinary Least Square, and XGBoost
BCP Business & Management
2021
Comparing Ensemble-Based Machine Learning Classifiers Developed for Distinguishing Hypokinetic Dysarthria from Presbyphonia
Applied Sciences
2021
Century‐Scale Reconstruction of Water Storage Changes of the Largest Lake in the Inner Mongolia Plateau Using a Machine Learning Approach
Water Resources Research
2021
SpringerBriefs in Applied Sciences and Technology
2021
Predicting Antituberculosis Drug–Induced Liver Injury Using an Interpretable Machine Learning Method: Model Development and Validation Study
JMIR Medical Informatics
2021
Identification of active molecules againstMycobacterium tuberculosisthrough machine learning
Briefings in Bioinformatics
2021
Clinical Predictors of Prolonged Hospital Stay in Patients with Myasthenia Gravis: A Study Using Machine Learning Algorithms
Journal of Clinical Medicine
2021
Banka Ödemelerinde Dolandırıcılığın Çizge Madenciliği ve Makine Öğrenimi Algoritmalarıyla Tespiti
DÜMF Mühendislik Dergisi
2021
Research on online diagnosis method of insulator contaminated discharge based on XGBoost algorithm
Journal of Physics: Conference Series
2021
Modeling and interpreting hydrological responses of sustainable urban drainage systems with explainable machine learning methods
Hydrology and Earth System Sciences
2021
Enerji Tüketim Tahmini İçin Farklı Regresyon Algoritmalarının Analizi
European Journal of Science and Technology
2021
The PM2.5-bound polycyclic aromatic hydrocarbon behavior in indoor and outdoor environments, part I: Emission sources
Environmental Research
2021
A Comparative Analysis of Machine Learning Algorithms to Predict Liver Disease
Intelligent Automation & Soft Computing
2021
Makine Öğrenmesi Teknikleri İle Hisse Senedi Fiyat Tahmini
Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi
2021
Mechanochemical co-crystallization: Insights and predictions
Computers & Chemical Engineering
2021
Cost-Sensitive LightGBM-Based Online Fault Detection Method for Wind Turbine Gearboxes
Frontiers in Energy Research
2021
Lecture Notes on Data Engineering and Communications Technologies
2021
Improving performance with hybrid feature selection and ensemble machine learning techniques for code smell detection
Science of Computer Programming
2021
Lecture Notes on Data Engineering and Communications Technologies
2021
Identification Framework of Contaminant Spill in Rivers Using Machine Learning with Breakthrough Curve Analysis
International Journal of Environmental Research and Public Health
2021
Studies in Computational Intelligence
2021
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
2021
Machine learning estimates of eddy covariance carbon flux in a scrub in the Mexican highland
Biogeosciences
2021
A Review on the Role of Machine Learning in Enabling IoT Based Healthcare Applications
IEEE Access
2021
Multi-GPU approach to global induction of classification trees for large-scale data mining
Applied Intelligence
2021
COVID-19 mRNA Vaccine Degradation Prediction Using LR and LGBM Algorithms
Journal of Physics: Conference Series
2020
Nuclear spin-spin coupling constants prediction based on XGBoost and LightGBM algorithms
Molecular Physics
2020
Spatially and temporally coherent reconstruction of tropospheric NO2 over China combining OMI and GOME-2B measurements
Environmental Research Letters
2020
Developing Children’s Oral Health Assessment Toolkits Using Machine Learning Algorithm
JDR Clinical & Translational Research
2020
Lecture Notes in Computer Science
2020
Forest-Scale Phenotyping: Productivity Characterisation Through Machine Learning
Frontiers in Plant Science
2020
Intellectual Technologies in Digital Transformation
IOP Conference Series: Materials Science and Engineering
2020
Explainable Machine Learning Approach as a Tool to Understand Factors Used to Select the Refractive Surgery Technique on the Expert Level
Translational Vision Science & Technology
2020
Detecting money laundering transactions with machine learning
Journal of Money Laundering Control
2020
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2020
Real-Time Estimation of Knee Adduction Moment for Gait Retraining in Patients With Knee Osteoarthritis
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020
Impact of Systematic Factors on the Outbreak Outcomes of the Novel COVID-19 Disease in China: Factor Analysis Study
Journal of Medical Internet Research
2020
Machine Learning Model Comparisons of User Independent & Dependent Intent Recognition Systems for Powered Prostheses
IEEE Robotics and Automation Letters
2020
Lecture Notes in Computer Science
2020
Developing a Novel Machine Learning-Based Classification Scheme for Predicting SPCs in Colorectal Cancer Survivors
Applied Sciences
2020
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
Information Fusion
2020
Machine learning workflows to estimate class probabilities for precision cancer diagnostics on DNA methylation microarray data
Nature Protocols
2020
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles
Remote Sensing
2019
Proceedings of the ACM International Conference on Supercomputing
2019
Solution of task on the minimum cost data flow based on bionic algorithm
Journal of Physics: Conference Series
2019
A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting
Information Sciences
2019
2019 30th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC)
2019
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2019
Proceedings of the 2019 3rd International Conference on Advances in Artificial Intelligence
2019
2019 IEEE International Conference on Big Data (Big Data)
2019
Multiclass Classification Procedure for Detecting Attacks on MQTT‐IoT Protocol
Complexity
2019
Day 2 Tue, November 12, 2019
2019
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2019
High-Resolution Vegetation Mapping Using eXtreme Gradient Boosting Based on Extensive Features
Remote Sensing
2019
2019 International Conference on Computing, Networking and Communications (ICNC)
2019
Anode effect prediction based on a singular value thresholding and extreme gradient boosting approach
Measurement Science and Technology
2019
Exploiting GPUs for Efficient Gradient Boosting Decision Tree Training
IEEE Transactions on Parallel and Distributed Systems
2018
Global drivers of reef fish growth
Fish and Fisheries
2018
2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
2018
Lecture Notes in Computer Science
2018
Accurate Prediction of ncRNA-Protein Interactions From the Integration of Sequence and Evolutionary Information
Frontiers in Genetics
2018
Analysis of the Rise and Fall of International Futures Based on Xgboost Algorithm
Finance
2018
Separation of pulsar signals from noise using supervised machine learning algorithms
Astronomy and Computing
2017
A GPU-based solution for fast calculation of the betweenness centrality in large weighted networks
PeerJ Computer Science
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