Machine Learning and Data Classification

39 works

Effective Methods of Categorical Data Encoding for Artificial Intelligence Algorithms
Furkat Bolikulov, Rashid Nasimov, Akbar Rashidov +2
ArticleMultidisciplinary Science and Engineering ResearchMathematics202420 citations
ABI
New Approach for Generating Synthetic Medical Data to Predict Type 2 Diabetes
Zarnigor Tagmatova, Akmalbek Abdusalomov, Rashid Nasimov +3
ArticleArtificial Intelligence in HealthcareBioengineering202310 citations
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Informativeness of Feature Sets in Data with Missing Values
Shavkat Madrakhimov, Kodirbek Makharov
ChapterMachine Learning and Data ClassificationLecture notes in networks and systems20242 citations
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Algorithms for Selecting the Most Efficient Method for Solving Classification Problems
Otabek Khujaev, Bonura B. Nurmetova, Tohir K. Urazmatov
ArticleImbalanced Data Classification Techniques20231 citations
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Censoring training samples using regularization of connectivity relations of class objects
Н. А. Игнатьев, D.X. Tursunmurotov
ArticleMachine Learning and Data ClassificationScientific and technical journal of information technologies mechanics and optics20241 citations
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Advancing computational evaluation of adsorption via porous materials by artificial intelligence and computational fluid dynamics
Heyder Mhohamdi, Usama S. Altimari, Krunal Vaghela +7
ArticleMachine Learning and Data ClassificationScientific Reports20251 citations
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Two Way Distributed Sequential Pattern Mining using Fruitfly Algorithm along with Hadoop and Map Reduce Frame Work
G. Narsimha, Vankudothu Malsoru, Aysha Naseer
ArticleData Mining Algorithms and ApplicationsInternational Journal of Computer Aided Engineering and Technology20190 citations
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Automating concept-drift detection by self-evaluating predictive model degradation
Tania Cerquitelli, Stefano Proto, Francesco Ventura +2
PreprintData Stream Mining TechniquesarXiv (Cornell University)20190 citations
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Modeling Generalization in Machine Learning: A Methodological and Computational Study
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
PreprintMachine Learning and Data ClassificationarXiv (Cornell University)20200 citations
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Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
PreprintMachine Learning and Data ClassificationarXiv (Cornell University)20200 citations
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Two-way distributed sequential pattern mining using fruit fly algorithm along with Hadoop and map reduce framework
V. Malsoru, Atif Naseer, G. Narsimha
ArticleData Mining Algorithms and ApplicationsInternational Journal of Computer Aided Engineering and Technology20210 citations
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Enhancing Data Engineering and Accelerating Learning through Intelligent Automation
Aneesh Pradeep, Azamat Rustamov, Xudoyshukur Shokirov +3
ArticleAnomaly Detection Techniques and Applications20230 citations
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Heating Energy Performance Assessment using KNN Classification method: Investigating Test Size, Neighbor Parameter, and Class Count Effects
Aissa Boudjella, Manal Yasmine Boudjella, Chuang Liu
ArticleMachine Learning and Data Classification20240 citations
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TabNet and TabTransformer: Novel Deep Learning Models for Chemical Toxicity Prediction in Comparison With Machine Learning
Firas Mahmood Mustafa, Ali Fawzi Al‐Hussainy, Hardik Doshi +10
ArticleComputational Drug Discovery MethodsJournal of Applied Toxicology20250 citations
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Improved graph-based semi-supervised learning schemes
Farid Bozorgnia
ArticleImbalanced Data Classification TechniquesComputational and Applied Mathematics20250 citations
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An Elegant Multi-Agent Gradient Descent for Effective Optimization in Neural Network Training and Beyond
Mohammad Sakka, Mohammad Reza Bahrami
ArticleNeural Networks and ApplicationsApplied Sciences20250 citations
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Optimization of hyperparameters in artificial neural networks for effective learning
I U Rakhmonov, Sardor Isakulov, Laziz Nematov +1
ArticleMachine Learning and Data ClassificationAIP conference proceedings20250 citations
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AutoML-Driven Architecture Optimization for Efficient and Scalable Neural Network Design
Zainab Kadum Jabber, Tholfiqar Z. Ismail, Nigora Yokubova +3
ArticleMachine Learning and Data Classification20250 citations
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Meta-Learning-Based Adaptive AI Tutors for Personalized Instruction in Smart Education Platforms
Aya Ali Jemha, Haider Abd Alrazaq, F. T. Umarova +3
ArticleMachine Learning and Data Classification20250 citations
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Use of Neural Networks for Image Classification
Yakhyoyev Azizjon Azim ugli
ArticleAdvanced Neural Network ApplicationsZenodo (CERN European Organization for Nuclear Research)20250 citations
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Use of Neural Networks for Image Classification
Yakhyoyev Azizjon Azim ugli
ArticleAdvanced Neural Network ApplicationsZenodo (CERN European Organization for Nuclear Research)20250 citations
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Development Of Deep Learning Models And Algorithms For Language Processing In Uzbek
Suyunova Zamira, Erkinova Dilnoza
ArticleMachine Learning and Data ClassificationTexas Journal of Engineering and Technology20250 citations
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Developing rigorous machine learning models to accurately estimate pesticide photodegradation by ZnO-based photocatalysts in water
Farag M. A. Altalbawy, Shoira Formanova, Ahmad Almalkawi +7
ArticleWater Quality Monitoring and AnalysisJournal of the Indian Chemical Society20250 citations
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A Unified Big Data Analytics Framework using AutoML and Deep Learning for Real-time Business Intelligence
Varsha Mittal, Sаmаriddin Mаkhmudov, Kunduz Bakdurdiyeva +3
ArticleMachine Learning and Data Classification20250 citations
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Optimal Feature Subset Selection for Classification Using Bacterial Foraging Optimization: A Machine Learning Approach
Voruganti Naresh Kumar, D. V. Lalitha Parameswari, J. Avanija +3
ChapterImage Retrieval and Classification TechniquesLecture notes in networks and systems20250 citations
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