Výsledky vyhľadávania - Machine learning algorithms and Classification

Machine Learning contributions to the diagnosis of Categorical Psychiatric Constructs based on Structured Clinical Interviews: Screening Optimization and Unsupervised Classification.

Autori: Piqueras Marqués, Jorge

Prispievatelia: University/Department: Universitat Internacional de Catalunya. Departament de Medicina

Thesis Advisors: García Forero, Carlos, Leiva, David

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Epidemiology, Mental Health, Phychiatric diagnosis, Machine learning, Genetic Algorithm, Deep Clustering, Screening, Major Depression, Epidemiologia

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/696035

A Bias-Aware Deep Learning Framework for Hierarchical Microcredential Classification

Autori: Mohammad Arif Ul Alam Geeta Verma Eumie Jhong a ďalší

Zdroj: International Educational Data Mining Society. 2025.

Peer Reviewed: Y

Počet strán: 9

Descriptors: Microcredentials, Sex, Ethnicity, Artificial Intelligence, Natural Language Processing, Bias, Algorithms, Student Experience, Material Development, Automation

Comparison of Tree‐Based Machine Learning Algorithms for Classification of Livestock Breeds Based On Post‐Thaw Spermatological Parameters.

Autori: Özen, Doğukan Özen, Hülya Gül, Elif Bersu a ďalší

Zdroj: Veterinary Medicine & Science. Sep2025, Vol. 11 Issue 5, p1-10. 10p.

Predmet: Livestock breeds, Machine learning, Semen analysis, CART algorithms, Classification, Cattle breeds

Predicting Students' Academic Performances Using Machine Learning Algorithms in Educational Data Mining

Autori: Senay Kocakoyun Aydogan Turgut Pura Fatih Bingül

Zdroj: Malaysian Online Journal of Educational Technology. 2024 12(4):131-153.

Peer Reviewed: Y

Počet strán: 23

Descriptors: Prediction, Academic Achievement, Artificial Intelligence, Algorithms, Learning Analytics, Information Retrieval, Regression (Statistics), Classification, Accuracy, Scores

Predicting the Culturally Responsive Teacher Roles with Cultural Intelligence and Self-Efficacy Using Machine Learning Classification Algorithms

Autori: Karatas, Kasim Arpaci, Ibrahim Yildirim, Yusuf

Zdroj: Education and Urban Society. Jul 2023 55(6):674-697.

Peer Reviewed: Y

Počet strán: 24

Descriptors: Prediction, Culturally Relevant Education, Teacher Role, Cultural Awareness, Self Efficacy, Artificial Intelligence, Classification, Algorithms

Comparative Analysis of Classification Performance for U.S. College Enrollment Predictive Modeling Using Four Machine Learning Algorithms (Logistic Regression, Decision Tree, Support Vector Machine, Artificial Neural Network)

Autori: Kye, Anna

Zdroj: ProQuest LLC. 2023Ph.D. Dissertation, Loyola University Chicago.

Peer Reviewed: N

Počet strán: 206

Descriptors: Comparative Analysis, Classification, College Enrollment, Prediction, Artificial Intelligence, Algorithms, Regression (Statistics), Models, Enrollment Management

Prístupová URL adresa: https://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:30247613

Developing machine learning-based algorithms : classification and regression

Autori: Allohibi, Jeza Hmoud

Predmety: Machine, Learning-based, Algorithms, Classification, Regression, dimensionality, thesis, Computing and Mathematical Sciences

Prístupová URL adresa: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.885493

Distinguishing among standing postures with machine learning-based classification algorithms.

Autori: Rahimi N Kamankesh A Amiridis IG a ďalší

Zdroj: Experimental brain research [Exp Brain Res] 2024 Nov 27; Vol. 243 (1), pp. 3. Date of Electronic Publication: 2024 Nov 27.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer Verlag Country of Publication: Germany NLM ID: 0043312 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1106 (Electronic) Linking ISSN: 00144819 NLM ISO Abbreviation: Exp Brain Res Subsets: MEDLINE

Výrazy zo slovníka MeSH: Machine Learning* , Standing Position* , Postural Balance*/physiology, Humans ; Male ; Female ; Algorithms ; Aged ; Posture/physiology ; Adult

Generalizability of Deep Learning Classification of Spinal Osteoporotic Compression Fractures on Radiographs Using an Adaptation of the Modified-2 Algorithm-Based Qualitative Criteria

Autori: Dong, Qifei Luo, Gang Lane, Nancy E a ďalší

Predmety: Osteoporosis, Prevention, Good Health and Well Being, Deep learning, Opportunistic screening, Osteoporotic fracture, Radiography, Clinical Sciences, Nuclear Medicine & Medical Imaging

Popis súboru: application/pdf

Prístupová URL adresa: https://escholarship.org/uc/item/47r8v8gj
https://escholarship.org/content/qt47r8v8gj/qt47r8v8gj.pdf

Aiding Large Language Models Using Clinical Scoresheets for Neurobehavioral Diagnostic Classification From Text: Algorithm Development and Validation.

Autori: Lin, Kaiying Rasool, Abdur Surabhi, Saimourya a ďalší

Zdroj: JMIR AI. 4

Predmety: 46 Information and Computing Sciences (for-2020), 4608 Human-Centred Computing (for-2020), 52 Psychology (for-2020), Clinical Research (rcdc), Mental Health (rcdc), Brain Disorders (rcdc), Machine Learning and Artificial Intelligence (rcdc), Neurosciences (rcdc), Networking and Information Technology R&D (NITRD) (rcdc), Mental Illness (rcdc), 4.1 Discovery and preclinical testing of markers and technologies (hrcs-rac), 4.2 Evaluation of markers and technologies (hrcs-rac), neurological diagnostics, classification, large language model, LLM, chatbot, artificial intelligence, AI, AI, LLM, artificial intelligence, chatbot, classification, large language model, neurological diagnostics

Popis súboru: application/pdf

Prístupová URL adresa: https://escholarship.org/uc/item/58k366zx
https://escholarship.org/content/qt58k366zx/qt58k366zx.pdf

Comparison of Machine Learning Algorithms and Hybrid Computational Intelligence Algorithms for Rehabilitation Classification and Prognosis in Reverse Total Shoulder Arthroplasty.

Autori: Vrouva, Sotiria Koumantakis, George A. Sopidou, Varvara a ďalší

Zdroj: Bioengineering (Basel). Feb2025, Vol. 12 Issue 2, p150. 15p.

Predmety: *CLUSTERING algorithms, *MACHINE learning, *REVERSE total shoulder replacement, *COMPUTATIONAL intelligence, *CLASSIFICATION algorithms, *TOTAL shoulder replacement

Viability Study of Machine Learning Models to Identify Talented Students at the Early Stage of Their College Study

Autori: Qixuan Wu Hyung Jae Chang Long Ma

Zdroj: Journal of Advanced Academics. 2025 36(4):766-787.

Peer Reviewed: Y

Počet strán: 22

Descriptors: Electronic Learning, Artificial Intelligence, Technology Uses in Education, Natural Language Processing, Talent Identification, Academically Gifted, Predictor Variables, Undergraduate Students, Data Analysis, Computer Science Education, Classification, Algorithms

Failure prediction in the refinery piping system using machine learning algorithms: classification and comparison

Autori: Yassine Kanoun Aynaz Mohammadi Aghbash Tikou Belem a ďalší

Zdroj: Procedia Computer Science. 232:1663-1672

Automated Gaze-Based Identification of Students' Strategies in Histogram Tasks through an Interpretable Mathematical Model and a Machine Learning Algorithm

Autori: Lonneke Boels Enrique Garcia Moreno-Esteva Arthur Bakker a ďalší

Zdroj: International Journal of Artificial Intelligence in Education. 2024 34(3):931-973.

Peer Reviewed: Y

Počet strán: 43

Descriptors: Eye Movements, Learning Strategies, Problem Solving, Automation, Identification, Task Analysis, Graphs, Mathematical Models, Artificial Intelligence, Algorithms, Computer Uses in Education, Classification, Feedback (Response), Electronic Learning, Homework, MOOCs

A Storage and Classification Algorithm for Concept Drift Data Streams Based on OS-ELM.

Autori: Mei, Ying Lu, Chengbo Tang, Chenghao a ďalší

Zdroj: Journal of Classification. Jul2025, Vol. 42 Issue 2, p414-434. 21p.

Predmety: *Data structures, *Machine learning, *Computer memory management, Classification algorithms, Extreme learning machines, Stream measurements

Meta‐Heuristic Optimization for the Multi‐Classification of Chronic Disease: A Review With Machine Learning Perspectives.

Autori: Singh, Akansha Prakash, Nupur Jain, Anurag

Zdroj: WIREs: Data Mining & Knowledge Discovery. Sep2025, Vol. 15 Issue 3, p1-30. 30p.

Predmety: *Machine learning, *Classification, *Artificial intelligence, Metaheuristic algorithms, Computational complexity, Algorithmic bias, Prediction models, Chronic diseases

Prediction of Learning Outcomes with a Machine Learning Algorithm Based on Online Learning Behavior Data in Blended Courses

Autori: Yangyang Luo Xibin Han Chaoyang Zhang

Zdroj: Asia Pacific Education Review. 2024 25(2):267-285.

Peer Reviewed: Y

Počet strán: 19

Descriptors: Prediction, Learning Management Systems, Blended Learning, Classification, Learning Analytics, Outcomes of Education, College Students, Behavior Patterns, Student Behavior, Learning Activities, Grades (Scholastic), Foreign Countries, Algorithms

Geografický termín: China

A Comparative Analysis of Machine Learning Algorithms for Classification of Diabetes Utilizing Confusion Matrix Analysis

Autori: Maad M. Mijwil Mohammad Aljanabi

Zdroj: مجلة بغداد للعلوم, Vol 21, Iss 5 (2024)

Predmety: Algorithms, Classification, Confusion Matrix, Diabetes, Machine Learning, Science

Popis súboru: electronic resource

Relation: https://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/9010; https://doaj.org/toc/2078-8665; https://doaj.org/toc/2411-7986

Prístupová URL adresa: https://doaj.org/article/a1991f0b240f42cea39c3f9c0ede8c60

SYSTEM FOR TWO-DIMENSIONAL (2D) VIRTUAL CLOTHING FITTING USING A HYBRID DEEP LEARNING TECHNOLOGY INTEGRATING OPTIMIZATION AND DETERMINISTIC CLASSIFICATION ALGORITHMS

On the Generalizability of Machine Learning Classification Algorithms and Their Application to the Framingham Heart Study.

Autori: Kahouadji, Nabil¹ (AUTHOR) n-kahouadji@neiu.edu

Zdroj: Information. May2024, Vol. 15 Issue 5, p252. 24p.

Predmety: *Machine learning, Classification algorithms, Heart disease case studies, Support vector machines, Coronary disease