Search Results - imputation and normalization algorithms

Enhancing the Quality of ARGO's In Situ Measurements Data Using Machine Learning Algorithms

Authors: Pereira, Vasco Dias Baptista, Márcia Lourenço RUN

Contributors: Pereira, Vasco Dias Baptista, Márcia Lourenço RUN

Subject Terms: ARGO, Self Organizing Maps, Environment, Data Imputation, Machine Learning for Oceanography, SDG 13 - Climate action, SDG 14 - Life below water, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/190855

LFQ-Based Peptide and Protein Intensity Differential Expression Analysis

Authors: Bai, Mingze Deng, Jingwen Dai, Chengxin et al.

Source: J Proteome Res
J. Proteome Res.

Subject Terms: Proteomics, imputation and normalization algorithms, data analysis, Proteins, 500 Naturwissenschaften und Mathematik::570 Biowissenschaften, Biologie::570 Biowissenschaften, Biologie, Peptides, mass spectrometry proteomics, protein expression, Software, Mass Spectrometry, protein fold changes

Access URL: https://pubmed.ncbi.nlm.nih.gov/37220883

Framework for Intrusion Detection in IoT Networks: Dataset Design and Machine Learning Analysis.

Authors: Lmkaiti, Mansour Larhlimi, Ibtissam Lachgar, Maryem et al.

Source: Infocommunications Journal; Jun2025, Vol. 17 Issue 2, p61-71, 11p

Subject Terms: INTRUSION detection systems (Computer security), INTERNET of things, K-nearest neighbor classification, INTERNET security, RANDOM forest algorithms, TRAFFIC patterns, MACHINE learning, DATA structures

Data-Driven Insights : Boosting Algorithms to Uncover Electricity Theft Patterns in AMI

Authors: Khan, Inam Ullah Ali, Arshid Taylor, C. James et al.

Index Terms: Journal Article, PeerReviewed

URL: https://eprints.lancs.ac.uk/id/eprint/228695/
https://eprints.lancs.ac.uk/id/eprint/228695

Heart Disease Classification Using Random Forest and Fox Algorithm as Hyperparameter Tuning

Authors: Afidatul Masbakhah Umu Sa'adah Mohamad Muslikh

Source: Journal of Electronics, Electromedical Engineering, and Medical Informatics. 7:964-976

Enhancing Heart Disease Diagnosis Using Machine Learning Classifiers.

Authors: Alkurdi, Ahmed A. H.

Source: Fusion: Practice & Applications; 2023, Vol. 13 Issue 1, p8-18, 11p

Subject Terms: MACHINE learning, FEATURE selection, HEART disease diagnosis, SUPPORT vector machines, CLASSIFICATION algorithms

Design of a precise ensemble expert system for crop yield prediction using machine learning analytics.

Authors: Tripathi, Deeksha Biswas, Saroj K.

Source: Journal of Forecasting. Dec2024, Vol. 43 Issue 8, p3161-3176. 16p.

Subject Terms: *FARMS, MACHINE learning, ANT algorithms, AGRICULTURAL forecasts, CROP yields

Benchmarking informatics workflows for data-independent acquisition single-cell proteomics.

Authors: Wang, Jianwei Huang, Yi Lu, Fanghua et al.

Source: Nature Communications; 11/21/2025, Vol. 16 Issue 1, p1-16, 16p

Subject Terms: DATA analysis, PROTEOMICS, INTERPOLATION, BENCHMARKING (Management), MASS spectrometry, PROTEIN expression, DATA management, ACQUISITION of data

Malicious behavior identification using Dual Attention Based dense bi-directional gated recurrent network in the cloud computing environment.

Authors: Goyal, Nandita Taneja, Kanika Agarwal, Shivani et al.

Source: Computers & Security. Jul2025, Vol. 154, pN.PAG-N.PAG. 1p.

Subject Terms: OPTIMIZATION algorithms, CLOUD computing security measures, FEATURE selection, MISSING data (Statistics), DATA reduction, DEEP learning

Data-Driven Insights: Boosting Algorithms to Uncover Electricity Theft Patterns in AMI

Authors: Inam Ullah Khan Arshid Ali C. James Taylor et al.

Source: IEEE Transactions on Instrumentation and Measurement. 74:1-12

File Description: text

Access URL: https://eprints.lancs.ac.uk/id/eprint/228695/

Design And Development Of Aerial Vehicle For Air Quality Monitoring.

Authors: Pawar, Janardan Avhankar, Madhavi Thakare, Sarika

Source: Journal of Advanced Zoology. 2024 Supplement, Vol. 45, p43-49. 7p.

Towards improving machine learning algorithms accuracy by benefiting from similarities between cases.

Authors: Mostafa, Samih M.¹ (AUTHOR) samih@svu.edu.eg

Source: Journal of Intelligent & Fuzzy Systems. 2021, Vol. 40 Issue 1, p947-972. 26p.

Subject Terms: *STANDARD deviations, *DATA mining, MACHINE learning, MISSING data (Statistics)

A bio-inspired optimal feature with convolutional GhostNet based squeeze excited deep-scale capsule network for intrusion detection.

Authors: Ammannamma, Tamminina Chakravarthy, A S N

Source: Computers & Security. Mar2025, Vol. 150, pN.PAG-N.PAG. 1p.

Subject Terms: *INFORMATION technology security, *DATA scrubbing, CAPSULE neural networks, OPTIMIZATION algorithms, FEATURE selection, INTRUSION detection systems (Computer security)

Predicting Weight Loss Success After Gastric Sleeve Surgery: A Machine Learning-Based Approach.

Authors: Casas Domínguez, Mónica Herrena Montano, Isabel López Gómez, Juan José et al.

Source: Nutrients. Apr2025, Vol. 17 Issue 8, p1391. 13p.

New Approach to Crop Disease Classification and Data Security in Smart Agriculture Networks.

Authors: R, Meenakshiammal R, Bharathi P, Krishna Kumar

Source: Cognitive Computation; Aug2025, Vol. 17 Issue 4, p1-29, 29p

Explainable Machine Learning Framework for Milk Quality Grading.

Alternate Title: Süt Kalitesi Derecelendirmesi için Açıklanabilir Makine Öğrenimi Çerçevesi.

Authors: ÇETİNTAV, Bekir YALÇIN, Ahmet

Source: Kocatepe Veterinary Journal / Kocatepe Veteriner Dergisi. Sep2025, Vol. 18 Issue 3, p227-235. 9p.

Filter-Based Feature Selection for Type II Diabetes Prediction.

Authors: M., Ghaderzadeh C., Salehnasab

Source: Journal of Clinical Care & Skills; Summer2025, Vol. 6 Issue 3, p121-128, 8p

Subject Terms: LIFESTYLES, PREDICTION models, FATTY liver, LOGISTIC regression analysis, RESEARCH evaluation, KIDNEY stones, RETROSPECTIVE studies, MULTIVARIATE analysis, DESCRIPTIVE statistics, CHI-squared test, LIPOPROTEINS, BLOOD sugar, TYPE 2 diabetes, ANALYSIS of variance, MEMORY, CHOLESTEROL, EARLY diagnosis, COMPARATIVE studies, DATA analysis software, ACCURACY, TRIGLYCERIDES, FASTING

Geographic Terms: IRAN

Evaluating the Impact of Intensity Normalization on MR Image Synthesis

Authors: Reinhold, Jacob C. Dewey, Blake E. Carass, Aaron et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, text

URL: http://arxiv.org/abs/1812.04652

CARIES RISK PREDICTION IN PEDIATRIC PATIENTS USING MACHINE LEARNING TECHNIQUES: A RETROSPECTIVE STUDY.

Alternate Title: PRÉDICTION DU RISQUE DE CARIE CHEZ LES PATIENTS PÉDIATRIQUES À L'AIDE DE TECHNIQUES D'APPRENTISSAGE AUTOMATIQUE: UNE ÉTUDE RÉTROSPECTIVE. (French)

Authors: P. J., Nagarathna Veeraraghavan, Vishnu Priya A., Aysha Jebin et al.

Source: International Arab Journal of Dentistry; 2025, Vol. 16 Issue 1, p107-117, 11p

Subject Terms: MACHINE learning, DIETARY patterns, ARTIFICIAL intelligence, CHILD patients, FOOD consumption

Community Membership Testing and Missing Value Imputation: Theory and Methods

Authors: Li, Yezheng

Source: Dissertations available from ProQuest

Index Terms: Applied Mathematics|Artificial intelligence|Genetics, text

URL: https://repository.upenn.edu/dissertations/AAI28258408