Výsledky vyhledávání - Data balancing algorithm

LightGBM integration with modified data balancing and whale optimization algorithm for rock mass classification

Autoři: Long Li

Zdroj: Sci Rep
Scientific Reports, Vol 14, Iss 1, Pp 1-25 (2024)

Témata: Rock mass classification, Science, Medicine, Data balancing algorithm, Light gradient boosting machine, Improved whale optimization algorithm, Article

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39362913
https://doaj.org/article/ba14b42582e24be6bdca94a1cc66e598

A deep ensemble learning framework for brain tumor classification using data balancing and fine-tuning.

Autoři: Talukder MA Islam MM Uddin MA a další

Zdroj: Scientific reports [Sci Rep] 2025 Oct 09; Vol. 15 (1), pp. 35251. Date of Electronic Publication: 2025 Oct 09.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy ze slovníku MeSH: Brain Neoplasms*/classification , Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/pathology , Brain Neoplasms*/diagnosis , Deep Learning*, Humans ; Magnetic Resonance Imaging/methods ; Algorithms ; Image Processing, Computer-Assisted/methods ; Ensemble Learning

Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals.

Autoři: Shah SP Mamun A Soumma SB a další

Zdroj: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2025 Jul; Vol. 2025, pp. 1-7.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

Výrazy ze slovníku MeSH: Metabolic Syndrome*/diagnosis, Humans ; Machine Learning ; Risk Factors ; Algorithms

METAbolomics data Balancing with Over-sampling Algorithms (META-BOA): an online resource for addressing class imbalance.

Autoři: Hashimoto-Roth E Surendra A Lavallée-Adam M a další

Zdroj: Bioinformatics (Oxford, England) [Bioinformatics] 2022 Nov 30; Vol. 38 (23), pp. 5326-5327.

Způsob vydávání: Journal Article; Research Support, Non-U.S. Gov't

Informace o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

Výrazy ze slovníku MeSH: Algorithms* , Machine Learning*, Data Mining ; Metabolomics

A comparison of machine learning algorithms on design smell detection using balanced and imbalanced dataset: A study of God class

Autoři: Alkharabsheh, Khalid Alawadi, Sadi Kebande, Victor R. a další

Zdroj: Information and Software Technology. 143

Témata: Balanced data, Design smell detection, God class, Machine learning, Software quality, Balancing, Computer software selection and evaluation, Learning algorithms, Life cycle, Odors, Software design, Balanced datasets, Context design, Imbalanced dataset, Machine learning algorithms, Machine learning approaches, Performance, Software-systems

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-22375
https://doi.org/10.1016/j.infsof.2021.106736

Optimizing Rare Disease Gait Classification through Data Balancing and Generative AI: Insights from Hereditary Cerebellar Ataxia.

Autoři: Trabassi D Castiglia SF Bini F a další

Zdroj: Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Jun 03; Vol. 24 (11). Date of Electronic Publication: 2024 Jun 03.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Výrazy ze slovníku MeSH: Gait*/physiology , Cerebellar Ataxia*/genetics , Cerebellar Ataxia*/physiopathology , Cerebellar Ataxia*/diagnosis , Rare Diseases* , Artificial Intelligence* , Algorithms*, Humans ; Female ; Male ; Middle Aged ; Adult ; Gait Analysis/methods ; Aged

SMOTEMD: A MIXED DATA BALANCING ALGORITHM FOR BIG DATA IN R

Autoři: Morales Oñate, Víctor Moreta, Luis Morales-Oñate, Bolívar

Zdroj: Perfiles; Vol. 1 No. 24 (2020): Issue Nº 24 Vol.1; 20-26
Perfiles; Vol. 1 Núm. 24 (2020): Vol.1 2020; 20-26
Revista Perfiles
Escuela Superior Politécnica de Chimborazo
instacron:ESPOCH

Témata: Unbalanced samples, Muestras desbalanceadas, Modelo de probabilidad, Clasificación, Probability model, Classification, SMOTE

Popis souboru: application/pdf

Přístupová URL adresa: https://perfiles.espoch.edu.ec/index.php/perfiles/article/view/75

Improved QSAR models for PARP-1 inhibition using data balancing, interpretable machine learning, and matched molecular pair analysis.

Autoři: Gomatam A Hirlekar BU Singh KD a další

Zdroj: Molecular diversity [Mol Divers] 2024 Aug; Vol. 28 (4), pp. 2135-2152. Date of Electronic Publication: 2024 Feb 20.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: ESCOM Science Publishers Country of Publication: Netherlands NLM ID: 9516534 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-501X (Electronic) Linking ISSN: 13811991 NLM ISO Abbreviation: Mol Divers Subsets: MEDLINE

Výrazy ze slovníku MeSH: Quantitative Structure-Activity Relationship* , Machine Learning* , Poly(ADP-ribose) Polymerase Inhibitors*/pharmacology , Poly(ADP-ribose) Polymerase Inhibitors*/chemistry, Humans ; Poly (ADP-Ribose) Polymerase-1/antagonists & inhibitors ; Poly (ADP-Ribose) Polymerase-1/metabolism ; Models, Molecular ; Phthalazines/chemistry ; Phthalazines/pharmacology ; Algorithms

Data-Balancing Algorithm Based on Generative Adversarial Network for Robust Network Intrusion Detection

Autoři: Cheng-En Hsieh Chu-Fen Li I-Hsien Liu a další

Zdroj: Journal of Robotics, Networking and Artificial Life. 2022, 9(3):303

Performance Analysis of Data Balancing Methods for Churn Prediction.

Autoři: Aleksandrova, Yanka Koleva, Desislava

Zdroj: Proceedings of the International Conference on Business Excellence. 2025, Vol. 19 Issue 1, p944-957. 14p.

Témata: *PERFORMANCE evaluation, MACHINE learning, MODEL railroads, GENETIC algorithms, RANDOM forest algorithms

Deep convolutional neural networks with Bee Collecting Pollen Algorithm (BCPA)-based landslide data balancing and spatial prediction.

Autoři: Aruna Jasmine, J. Heltin Genitha, C.

Zdroj: Journal of Intelligent & Fuzzy Systems. 2024, Vol. 46 Issue 1, p597-617. 21p.

Témata: *ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, LANDSLIDES, MACHINE learning, BEE pollen, LANDSLIDE hazard analysis, GENERATIVE adversarial networks, DEEP learning, FEATURE extraction

Flowchart data balancing algorithm (SMOTE).

Autoři: Xiangting Shi Xiaochen Wang Yakang Zhang a další

Témata: Cancer, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, original architecture aiming, approach enhances comparison, 492 fraud instances, two reliable datasets, advanced feature extraction, 1 million transactions, scale datasets, feature selection, transactions dataset, financial transactions, 807 transactions, term memory, rmgacnet ), networks combined, handling large, findings indicate, f1 score, existing methods, european cardholder, contains 284, classification algorithms, cis dataset, article presents, 9770 measures

Relation: https://figshare.com/articles/figure/Flowchart_data_balancing_algorithm_SMOTE_/29171947

Dostupnost: https://doi.org/10.1371/journal.pone.0317893.g002
https://figshare.com/articles/figure/Flowchart_data_balancing_algorithm_SMOTE_/29171947

A comprehensive approach to Queue Waiting Time Prediction using Tree-Based Ensembles with Data Balancing and Explainable AI.

Autoři: Taton, Tapodhir Karmakar Saha, Bipin Islam, Md. Johirul a další

Zdroj: Discover Analytics. 7/10/2025, Vol. 3 Issue 1, p1-17. 17p.

Témata: *REGRESSION analysis, *ARTIFICIAL intelligence, *CUSTOMER satisfaction, *FORECASTING, *STATISTICS, RANDOM forest algorithms, DIMENSIONAL reduction algorithms

Algorithms for Big Data : DFG Priority Program 1736

Autoři: Hannah Bast Claudius Korzen Ulrich Meyer a další

Resource Type: eBook.

Témata: Computer algorithms, Big data

Categories: COMPUTERS / Networking / General, COMPUTERS / Computer Science, COMPUTERS / Database Administration & Management, COMPUTERS / Information Theory, MATHEMATICS / Applied

Horse Surgery and Survival Prediction with Artificial Intelligence Models: Performance Comparison of Original, Imputed, Balanced, and Feature-Selected Datasets.

Autoři: CİHAN, Pınar¹ pkaya@nku.edu.tr

Zdroj: Kafkas Üniversitesi Veteriner Fakültesi Dergisi. Mar/Apr2024, Vol. 30 Issue 2, p233-241. 9p.

Témata: Horse breeding, Artificial intelligence, Missing data (Statistics), Random forest algorithms, Horses, Veterinary medicine

New core and spectrum balancing algorithms for space division multiplexed elastic optical networks

Autoři: Lacerda, J. C. Cartaxo, A. V. T. Soares, A. C. B.

Popis souboru: application/pdf

Relation: 978-1-6654-4505-4

Dostupnost: http://hdl.handle.net/10071/29058

Comparison of Some Balancing Methods for Classification of Pacing Horses Using Tree-based Machine Learning Algorithms.

Autoři: ÖZEN, Hülya ÖZEN, Doğukan YÜCEER ÖZKUL, Banu a další

Zdroj: Kafkas Üniversitesi Veteriner Fakültesi Dergisi. Jan/Feb2024, Vol. 30 Issue 1, p31-39. 9p.

Témata: Machine learning, Horses, Horse breeding, Skewness (Probability theory), Random forest algorithms, Statistical correlation

2D Prediction of the Nutritional Composition of Dishes from Food Images: Deep Learning Algorithm Selection and Data Curation Beyond the Nutrition5k Project.

Autoři: Bianco, Rachele Coluccia, Sergio Marinoni, Michela a další

Zdroj: Nutrients. Jul2025, Vol. 18 Issue 13, p2196. 23p.

A secure data transmission and efficient data balancing approach for 5G‐based IoT data using UUDIS‐ECC and LSRHS‐CNN algorithms.

Autoři: Yadav, Kusum Jain, Anurag Alharbi, Yasser a další

Zdroj: IET Communications (Wiley-Blackwell). Mar2022, Vol. 16 Issue 3, p571-583. 13p.

Témata: *DATA transmission systems, *ALGORITHMS, *SERVER farms (Computer network management), ELLIPTIC curve cryptography, INTERNET of things, CONVOLUTIONAL neural networks

QoS Parameters for Cloud Using Swarm Optimization Dynamic Load Balancing Algorithm

Autoři: Patel, Sanjay G. Panchal, S.D.

Zdroj: International Journal of Scientific Research in Network Security and Communication 7(3):33-39. 2019