CORRECTING MEASUREMENT ERROR IN REGRESSION MODELS WITH VARIABLES CONSTRUCTED FROM AGGREGATED OUTPUT OF DATA MINING MODELS.

Authors: Mengke Qiao (AUTHOR) mqiao@ua.edu, Ke-Wei Huang (AUTHOR) huangkw@comp.nus.edu.sg

Source: MIS Quarterly. Mar2025, Vol. 49 Issue 1, p29-60. 32p. 11 Charts, 10 Graphs.

Subject Terms: *Data mining, *Regression analysis, Classification algorithms, Measurement errors, Errors-in-variables models, Central limit theorem, Law of large numbers, Aggregated data

Offensive Language Detection in Turkish Language by Using NLP.

Authors: Kesgin, Bekir Furkan¹ furkan_bfk@hotmail.com, Demirer, Rüştü Murat¹ rustumurat.demirer@ou.bau.edu.tr

Source: Sakarya University Journal of Science (SAUJS) / Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi. Feb2025, Vol. 29 Issue 1, p1-17. 17p.

Subject Terms: *Natural language processing, Classification algorithms, Turkish language, Random forest algorithms, Internet safety

Bearing Fault Diagnosis Based on Vibration Envelope Spectral Characteristics.

Authors: Chen, Yang¹, chenyangcczu@cczu.edu.cns22060858004@smail.cczu.edu.cn, Chen, Qifu¹, Wang, Rui¹

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 4, p2240, 14p

Addressing imbalanced data classification with Cluster-Based Reduced Noise SMOTE.

Authors: Hemmatian, Javad¹ (AUTHOR), Hajizadeh, Rassoul² (AUTHOR) r.hajizadeh@ausmt.ac.ir, Nazari, Fakhroddin³ (AUTHOR)

Source: PLoS ONE. 2/10/2025, Vol. 20 Issue 2, p1-20. 20p.

Subject Terms: *NOISE control, *CLASSIFICATION algorithms, *MATERNAL health, *MACHINE learning, *NOISE

A paradoxical population structure of var DBLα types in Africa.

Authors: Tan, Mun Hua¹ (AUTHOR), Tiedje, Kathryn E.¹ (AUTHOR), Feng, Qian² (AUTHOR), Zhan, Qi³ (AUTHOR), Pascual, Mercedes⁴ (AUTHOR), Shim, Heejung² (AUTHOR), Chan, Yao-ban² (AUTHOR), Day, Karen P.¹ (AUTHOR) karen.day@unimelb.edu.au

Source: PLoS Pathogens. 2/4/2025, Vol. 21 Issue 2, p1-20. 20p.

Subject Terms: *GENETIC variation, *CLASSIFICATION algorithms, *PLASMODIUM falciparum, *PLASMODIUM, *MALARIA prevention, *ERYTHROCYTE membranes

Exploring transformer fault detection using RFID technology.

Authors: Li, Xiaomeng¹, lixiaomeng@whovc.edu.cn

Source: International Journal of RF Technologies: Research & Applications; Feb2025, Vol. 15 Issue 1, p65-82, 18p

High-Quality Classroom Dialogue Automatic Analysis System.

Authors: Jia, Linzhao^1,2,3, hsun@stu.ecnu.edu.cnlzjia@stu.ecnu.edu.cn, Sun, Han^1,2,3, Jiang, Jialong⁴, jiangjialong@fjnu.edu.cn, Yang, Xiaozhe^2,5, lzjia@stu.ecnu.edu.cnxzyang@kcx.ecnu.edu.cn

Source: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 3, p1613, 20p

DEVELOPMENT OF IN-PIPE DEFECTS DETECTION AND CLASSIFICATION SYSTEM.

Authors: Rakhmetova, Perizat¹, p.rakhmetova@gmail.com, Sergazin, Gani², Altay, Yeldos³, Dauletiya, Daniyar⁴, Kurmangaliyeva, Lazzat⁵

Source: Eastern-European Journal of Enterprise Technologies; 2025, Vol. 133 Issue 9, p80-89, 10p

Statistical Complexity Analysis of Sleep Stages.

Authors: Duarte, Cristina D.¹ (AUTHOR) cristina.duarte@uns.edu.ar, Pacheco, Marianela^1,2 (AUTHOR) cad@uns.edu.ar, Iaconis, Francisco R.¹ (AUTHOR) ggasaneo@uns.edu.ar, Rosso, Osvaldo A.³ (AUTHOR) oarosso@conicet.gov.ar, Gasaneo, Gustavo¹ (AUTHOR), Delrieux, Claudio A.² (AUTHOR)

Source: Entropy. Jan2025, Vol. 27 Issue 1, p76. 14p.

Subject Terms: *SLEEP stages, *CLASSIFICATION algorithms, *SLEEP apnea syndromes, *SLEEP disorders, *NEURODEGENERATION

Characterization of Hazelnut Trees in Open Field Through High-Resolution UAV-Based Imagery and Vegetation Indices.

Authors: Morisio, Maurizio¹ (AUTHOR) maurizio.morisio@polito.it, Noris, Emanuela² (AUTHOR) emanuela.noris@ipsp.cnr.it, Pagliarani, Chiara² (AUTHOR) chiara.pagliarani@ipsp.cnr.it, Pavone, Stefano¹ (AUTHOR) jose.doumet@studenti.polito.it, Moine, Amedeo² (AUTHOR) amedeo.moine@ipsp.cnr.it, Doumet, José¹ (AUTHOR) luca.ardito@polito.it, Ardito, Luca¹ (AUTHOR)

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 1, p288. 16p.

Subject Terms: *HAZEL, *CLASSIFICATION algorithms, *INSPECTION & review, *AGRICULTURAL processing, *HAZELNUTS

Personalized Guidance for Moroccan Students: An Approach Based on Machine Learning and Big Data.

Authors: Badrani, Morad¹, m.badrani@ump.ac.ma, Marouan, Adil¹, Kannouf, Nabil², Chetouani, Abdelaziz¹

Source: International Journal of Engineering Pedagogy; 2025, Vol. 15 Issue 1, p125-136, 12p

A Comprehensive Survey on Real-Time Image Super-Resolution for IoT and Delay-Sensitive Applications.

Authors: Rasool, M. J. Aashik¹, aashikrasool@gachon.ac.kr, Ahmad, Shabir¹, Mardieva, Sevara¹, Akter, Sumaiya¹, Whangbo, Taeg Keun¹, tkwhangbo@gachon.ac.kr

Source: Applied Sciences (2076-3417); Jan2025, Vol. 15 Issue 1, p274, 26p

Stress Monitoring in Pandemic Screening: Insights from GSR Sensor and Machine Learning Analysis.

Authors: Georgas, Antonios¹, annapan@biomed.ntua.grantonisgeo@ntua.gr, Panagiotakopoulou, Anna¹, el16693@mail.ntua.gr, Bitsikas, Grigorios¹, an.ferraro2@gmail.com, Vlantoni, Katerina², kvlantoni@phs.uoa.gr, Ferraro, Angelo¹, hristoforou@ece.ntua.gr, Hristoforou, Evangelos¹

Source: Biosensors (2079-6374); Jan2025, Vol. 15 Issue 1, p14, 17p

A NOVEL DEEP LEARNING-BASED CLASSIFICATION APPROACH FOR THE DETECTION OF HEART ARRHYTHMIAS FROM THE ELECTROCARDIOGRAPHY SIGNAL.

Authors: KHAN QURESHI, ABDUL RAZZAK¹, dr.arqureshi786@gmail.com, PATIL, GOVINDA¹, patil.govinda1976@gmail.com, BHATT, RUBY¹, profrubybhatt15@gmail.com, MOGHE, CHHAYA², ckapse06@gmail.com, PAL, HEMANT¹, hemantpal.scs@gmail.com, TATAWAT, CHANDRESH³, tatawatchandresh99@gmail.com

Source: Scalable Computing: Practice & Experience; Jan2025, Vol. 26 Issue 1, p371-387, 17p

A Supervised Genre-based Recommendation Model for Game Review.

Authors: Jun Wang¹, wangjun@student.usm.my, Keng Hoon Gan¹, khgan@usm.my

Source: Pertanika Journal of Science & Technology; Jan2025, Vol. 33 Issue 1, p333-354, 22p

Meme Kanseri Tanısında Wisconsin Veri Seti ile Makine Öğrenmesi Uygulamaları. (Turkish)

Authors: TANGİ, Refik¹, refiktangi@windowslive.com, SOLMAZ, Ramazan², ramazan.solmaz@istiklal.edu.tr

Source: International Journal of InformaticsTechnologies; oca2025, Vol. 18 Issue 1, p29-43, 15p

MalSensor: Fast and Robust Windows Malware Classification.

Authors: Zhao, Haojun¹, haojunzhao@hust.edu.cn, Wu, Yueming², wuyueming21@gmail.com, Zou, Deqing¹, deqingzou@hust.edu.cn, Liu, Yang², yangliu@ntu.edu.sg, Jin, Hai¹, hjin@hust.edu.cn

Source: ACM Transactions on Software Engineering & Methodology; Jan2025, Vol. 34 Issue 1, p1-28, 28p

Anticipative Bayesian classification for data streams with verification latency.

Authors: Hofer, Vera¹ (AUTHOR) vera.hofer@uni-graz.at, Krempl, Georg² (AUTHOR), Lang, Dominik¹ (AUTHOR)

Source: Journal of Applied Statistics. Nov2024, Vol. 51 Issue 14, p2812-2831. 20p.

Subject Terms: *Streaming video & television, Classification algorithms, Extrapolation, Prediction models, Classification

A method for optimizing text preprocessing and text classification using multiple cycles of learning with an application on shipbrokers emails.

Authors: Papageorgiou, Grigorios¹ (AUTHOR), Economou, Polychronis¹ (AUTHOR) peconom@upatras.gr, Bersimis, Sotirios² (AUTHOR)

Source: Journal of Applied Statistics. Oct2024, Vol. 51 Issue 13, p2592-2626. 35p.

Subject Terms: Classification algorithms, Machine performance, Machine learning, Classification, Acronyms

A unique YOLO-based gated attention deep convolution network-Lichtenberg optimization algorithm model for a precise breast cancer segmentation and classification.

Authors: Rathinam, Vinoth¹, vinoth@psr.edu.in, Rajendran, Sasireka², sasirekabt@mepcoeng.ac.in, Krishnasamy, Valarmathi¹, valarmathi@psr.edu.in

Source: International Journal of Electrical & Computer Engineering (2088-8708); Apr2025, Vol. 15 Issue 2, p1670-1685, 16p