Search Results - Introduction to Statistical and Machine Learning Methods for Data Science

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Identifying dementia neuropathology using low‐burden clinical data.
Ren, Yueqi ; Shahbaba, Babak ; Stark, Craig E. L.
Alzheimer's & Dementia: The Journal of the Alzheimer's Association. Aug2025, Vol. 21 Issue 8, p1-14. 14p.

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Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices
Vos, Gideon ; Trinh, Kelly ; Sarnyai, Zoltan ; et al.
In Journal of Biomedical Informatics December 2023 148

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An Introduction to Ensemble Methods for Data Analysis
Berk, Richard A.

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N-BEATS-GAN: A risk-aware financial time series forecasting with generative adversarial networks
Dai, Manna ; Seow, Mao Yu ; Filho, Ricardo Shirota ; et al.
In Applied Soft Computing January 2026 186 Part D

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Learning graphical models for relational data via lattice search
SCHULTE, Oliver ; KHOSRAVI, Hassan
Machine learning. 88(3):331-368

Cognition Computer science Informatique Sciences exactes et tech... Exact sciences and techn... Sciences appliquees …

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Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review
Vos, Gideon ; Trinh, Kelly ; Sarnyai, Zoltan ; et al.
In International Journal of Medical Informatics May 2023 173

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Comparison of Combinatorial Clustering Methods on Pharmacological Data Sets Represented by Machine Learning-Selected Real Molecular Descriptors
RIVERA-BORROTO, Oscar Miguel ; MARRERO-PONCE, Yovani ; GARCIA-DE LA VEGA, Jose Manuel ; et al.
Journal of chemical information and modeling. 51(12):3036-3049

Chemistry Chimie Computer science Informatique Sciences exactes et tech... Exact sciences and techn... …

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Early detection and spectral signature identification of tomato fungal diseases (Alternaria alternata, Alternaria solani, Botrytis cinerea, and Fusarium oxysporum) by RGB and hyperspectral image analysis and machine learning
Javidan, Seyed Mohamad ; Banakar, Ahmad ; Vakilian, Keyvan Asefpour ; et al.
In Heliyon 15 October 2024 10(19)

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Unsupervised learning to identify symptom clusters in older adults undergoing chemotherapy
Ramsdale, Erika ; Zhou, Yilin ; Smith, Lisa ; et al.
In Journal of Geriatric Oncology April 2025 16(3)

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A high-bias, low-variance introduction to Machine Learning for physicists
Mehta, Pankaj ; Bukov, Marin ; Wang, Ching-Hao ; et al.
In Physics Reports 30 May 2019 810:1-124

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Spectral kernel machines with electrically tunable photodetectors.
Zhang, Dehui ; Li, Yuhang ; Geng, Jamie ; et al.
Science. 11/27/2025, Vol. 390 Issue 6776, p1-10. 10p.

Photodetectors Intelligent sensors Hyperspectral imaging sy... Computer vision Spectrum analyzers Electric power managemen... …

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Machine learning in orbit estimation: A survey
Caldas, Francisco ; Soares, Cláudia
In Acta Astronautica July 2024 220:97-107

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Autonomous proactive data management in support of pervasive edge applications
Kolomvatsos, Kostas ; Anagnostopoulos, Christos
In Future Generation Computer Systems June 2024 155:108-120

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Landslide susceptibility assessment along the Karakoram highway, Gilgit Baltistan, Pakistan: A comparative study between ensemble and neighbor-based machine learning algorithms
Abbas, Farkhanda ; Zhang, Feng ; Hussain, Muhammad Afaq ; et al.
In Science of Remote Sensing June 2024 9

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Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges.
Rahnenführer J ; De Bin R ; Benner A ; et al.
Publisher: BioMed Central Country of Publication: England NLM ID: 101190723 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7015 (Electronic) Linking ISSN: 17417015 NLM ISO Abbreviation: BMC Med Subsets: MEDLINE

Humans Research Design Goals Biomedical Research

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Prediction of sex, based on skull CT scan measurements in Iranian ethnicity by machine learning-based model
Salmanipour, Alireza ; Memarian, Azadeh ; Tofighi, Saeed ; et al.
In Forensic Imaging June 2023 33

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ارتباط بین رویکردهای یادگیری و مطالعه و پیشرفت تحصیلی دانشجویان دانشگاه علوم پزشکی رفسنجان
شهرآبادی, عفت ; رضائیان, محسن ; حقدوست, علی اکبر
Iranian Journal of Medical Education. 2014, Vol. 13 Issue 10, p860-868. 9p.

Iran Academic achievement eva... Academic medical centers Analysis of variance Health occupations stude... Learning strategies …

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Latent variable models in the era of industrial big data: Extension and beyond
Kong, Xiangyin ; Jiang, Xiaoyu ; Zhang, Bingxin ; et al.
In Annual Reviews in Control 2022 54:167-199

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Review on machine learning-based bioprocess optimization, monitoring, and control systems
Mondal, Partha Pratim ; Galodha, Abhinav ; Verma, Vishal Kumar ; et al.
In Bioresource Technology February 2023 370

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Predicting muscle function and mass with electrical impedance myography: A study in rat analogs of micro- and partial gravity
Rosa-Caldwell, Megan E. ; Pandeya, Sarbesh ; Mortreux, Marie ; et al.
In Acta Astronautica October 2024 223:384-388

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