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Programming models to support data science workflows

Authors: Ramón-Cortés Vilarrodona, Cristián

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Badia Sala, Rosa M. (Rosa Maria), Ejarque Artigas, Jorge

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Distributed computing, High-performance computing, Data science pipelines, Task-ba workflows, Dataflows, Containers (Computer sicience), COMPSs, PyCOMPSs, AutoParallel, Docker, Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/669728
https://dx.doi.org/10.5821/dissertation-2117-330142

Quantifying cross-language code reuse via function-level clone detection

Authors: Yi Rong Yan Zhou

Source: Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 10, Pp 1-20 (2025)

Subject Terms: Natural language processing, Code reuse detection, Function-level clone analysis, Java and python source code, Academic plagiarism detection, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Access URL: https://doaj.org/article/0e8d85656442482785bc981b326c25a4

Methyl•••Methyl Interactions in Proteins: Insights from Structural and Computational Studies.

Authors: Dutta J Sahu AK Jena S et al.

Source: Journal of chemical information and modeling [J Chem Inf Model] 2025 May 12; Vol. 65 (9), pp. 4729-4739. Date of Electronic Publication: 2025 Apr 21.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

MeSH Terms: Proteins*/chemistry , Proteins*/metabolism, Models, Molecular ; Quantum Theory ; Protein Conformation

Efficiently accelerated bioimage analysis with NanoPyx, a Liquid Engine-powered Python framework.

Authors: Saraiva BM Cunha I Brito AD et al.

Source: Nature methods [Nat Methods] 2025 Feb; Vol. 22 (2), pp. 283-286. Date of Electronic Publication: 2025 Jan 02.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Group Country of Publication: United States NLM ID: 101215604 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1548-7105 (Electronic) Linking ISSN: 15487091 NLM ISO Abbreviation: Nat Methods Subsets: MEDLINE

MeSH Terms: Software* , Image Processing, Computer-Assisted*/methods , Microscopy*/methods, Algorithms ; Humans

Evolutionary Insights from Sequence Analysis of Interleukin 17A (IL17A).

Authors: Santos JC; Department of Biological Sciences, College of Liberal Arts and Sciences, St. John's University, Jamaica, Queens, NY, USA. santosj@stjohns.edu.

Source: Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2026; Vol. 2983, pp. 397-447.

Publication Type: Journal Article

Journal Info: Publisher: Humana Press Country of Publication: United States NLM ID: 9214969 Publication Model: Print Cited Medium: Internet ISSN: 1940-6029 (Electronic) Linking ISSN: 10643745 NLM ISO Abbreviation: Methods Mol Biol Subsets: MEDLINE

MeSH Terms: Evolution, Molecular* , Interleukin-17*/genetics , Sequence Analysis, DNA*/methods , Computational Biology*/methods, Phylogeny ; Humans ; Software ; Sequence Alignment

Identification of Novel Microcystins Using High-Resolution MS and MS ⁿ with Python Code.

Authors: Baliu-Rodriguez D Peraino NJ Premathilaka SH et al.

Source: Environmental science & technology [Environ Sci Technol] 2022 Feb 01; Vol. 56 (3), pp. 1652-1663. Date of Electronic Publication: 2022 Jan 12.

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S.

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0213155 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-5851 (Electronic) Linking ISSN: 0013936X NLM ISO Abbreviation: Environ Sci Technol Subsets: MEDLINE

MeSH Terms: Microcystins*/analysis , Tandem Mass Spectrometry*, Chromatography, Liquid ; Fresh Water ; Harmful Algal Bloom

Development of a Novel Automated Workflow in Fiji ImageJ for Batch Analysis of Confocal Imaging Data to Quantify Protein Colocalization Using Manders Coefficient.

Authors: Aditya V Tambe V Yue W

Source: Bio-protocol [Bio Protoc] 2025 Apr 05; Vol. 15 (7), pp. e5285. Date of Electronic Publication: 2025 Apr 05 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Bio-protocol LLC Country of Publication: United States NLM ID: 101635102 Publication Model: eCollection Cited Medium: Internet ISSN: 2331-8325 (Electronic) Linking ISSN: 23318325 NLM ISO Abbreviation: Bio Protoc Subsets: PubMed not MEDLINE

Reproducible Boolean model analyses and simulations with the CoLoMoTo software suite: a tutorial.

Authors: Noël V Naldi A Calzone L et al.

Source: Interface focus [Interface Focus] 2025 Aug 22; Vol. 15 (3), pp. 20250002. Date of Electronic Publication: 2025 Aug 22 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Royal Society Country of Publication: England NLM ID: 101531990 Publication Model: eCollection Cited Medium: Print ISSN: 2042-8898 (Print) Linking ISSN: 20428898 NLM ISO Abbreviation: Interface Focus Subsets: PubMed not MEDLINE

A statistical approach to automated analysis of the low-contrast object detectability test for the large ACR MRI phantom.

Authors: Golestani AM Gee JM

Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2025 Jul; Vol. 26 (7), pp. e70173.

Publication Type: Journal Article

Journal Info: Publisher: Wiley on behalf of American Association of Physicists in Medicine Country of Publication: United States NLM ID: 101089176 Publication Model: Print Cited Medium: Internet ISSN: 1526-9914 (Electronic) Linking ISSN: 15269914 NLM ISO Abbreviation: J Appl Clin Med Phys Subsets: MEDLINE

MeSH Terms: Phantoms, Imaging* , Magnetic Resonance Imaging*/methods , Magnetic Resonance Imaging*/instrumentation , Magnetic Resonance Imaging*/standards , Image Processing, Computer-Assisted*/methods, Humans ; Algorithms ; Quality Control ; Reproducibility of Results ; Automation

Factors Influencing Continued Usage of Intracavernosal injections for Erectile Dysfunction: A Retrospective Analysis.

Authors: Ledesma BR Codrington J Velasquez D et al.

Source: The world journal of men's health [World J Mens Health] 2025 Apr; Vol. 43 (2), pp. 407-414. Date of Electronic Publication: 2024 Sep 23.

Publication Type: Journal Article

Journal Info: Publisher: Korean Society for Sexual Medicine and Andrology Country of Publication: Korea (South) NLM ID: 101596899 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2287-4208 (Print) Linking ISSN: 22874208 NLM ISO Abbreviation: World J Mens Health Subsets: PubMed not MEDLINE

porE: A code for deterministic and systematic analyses of porosities.

Authors: Trepte K Schwalbe S

Source: Journal of computational chemistry [J Comput Chem] 2021 Apr 05; Vol. 42 (9), pp. 630-643. Date of Electronic Publication: 2021 Jan 28.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 9878362 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1096-987X (Electronic) Linking ISSN: 01928651 NLM ISO Abbreviation: J Comput Chem Subsets: PubMed not MEDLINE; MEDLINE

Unveiling livestock trade trends: A beginner's guide to generative AI-powered visualization.

Authors: Takefuji Y; Faculty of Data Science, Musashino University, 3-3-3 Ariake Koto-ku, Tokyo 135-8181, Japan. Electronic address: takefuji@keio.jp.

Source: Research in veterinary science [Res Vet Sci] 2024 Nov; Vol. 180, pp. 105435. Date of Electronic Publication: 2024 Oct 10.

Publication Type: Journal Article

Journal Info: Publisher: British Veterinary Association Country of Publication: England NLM ID: 0401300 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-2661 (Electronic) Linking ISSN: 00345288 NLM ISO Abbreviation: Res Vet Sci Subsets: MEDLINE

MeSH Terms: Livestock* , Commerce*/trends, Animals ; Japan ; United States ; Artificial Intelligence ; Animal Husbandry/methods ; Animal Husbandry/trends

A tidal disruption event from an intermediate-mass black hole revealed by comprehensive multi-wavelength observations.

Authors: Wang J Huang M Xue Y et al.

Source: Nature communications [Nat Commun] 2026 Jan 24. Date of Electronic Publication: 2026 Jan 24.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

Ichor: A Python library for computational chemistry data management and machine learning force field development.

Authors: Manchev YT Burn MJ Popelier PLA

Source: Journal of computational chemistry [J Comput Chem] 2024 Dec 15; Vol. 45 (32), pp. 2912-2928. Date of Electronic Publication: 2024 Aug 31.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 9878362 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1096-987X (Electronic) Linking ISSN: 01928651 NLM ISO Abbreviation: J Comput Chem Subsets: PubMed not MEDLINE; MEDLINE

Regulatory Landscape Enrichment Analysis (RLEA) using gaiaAssociation.

Authors: Sosa EA Rosean S O'Shea D et al.

Source: BioRxiv : the preprint server for biology [bioRxiv] 2023 Oct 16. Date of Electronic Publication: 2023 Oct 16.

Publication Type: Preprint; Journal Article

Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE

Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology.

Authors: Bridge CP Gorman C Pieper S et al.

Source: Journal of digital imaging [J Digit Imaging] 2022 Dec; Vol. 35 (6), pp. 1719-1737. Date of Electronic Publication: 2022 Aug 22.

Publication Type: Journal Article; Research Support, N.I.H., Extramural

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 9100529 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1618-727X (Electronic) Linking ISSN: 08971889 NLM ISO Abbreviation: J Digit Imaging Subsets: MEDLINE

MeSH Terms: Radiology* , Radiology Information Systems*, Humans ; Ecosystem ; Data Curation ; Tomography, X-Ray Computed ; Machine Learning

Travel times and distances to health services in Australia.

Authors: Filipcikova M Jorm L Barbieri S

Source: Scientific data [Sci Data] 2025 Dec 18; Vol. 13 (1), pp. 67. Date of Electronic Publication: 2025 Dec 18.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101640192 Publication Model: Electronic Cited Medium: Internet ISSN: 2052-4463 (Electronic) Linking ISSN: 20524463 NLM ISO Abbreviation: Sci Data Subsets: MEDLINE

MeSH Terms: Health Services Accessibility* , Travel*, Humans ; Australia ; Datasets as Topic

Assessment of stabilizing feedback control of walking: A tutorial.

Authors: van Dieën JH Bruijn SM Afschrift M

Source: Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology [J Electromyogr Kinesiol] 2024 Oct; Vol. 78, pp. 102915. Date of Electronic Publication: 2024 Jun 22.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9109125 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5711 (Electronic) Linking ISSN: 10506411 NLM ISO Abbreviation: J Electromyogr Kinesiol Subsets: MEDLINE

MeSH Terms: Electromyography*/methods , Gait*/physiology , Walking*/physiology, Humans ; Biomechanical Phenomena/physiology ; Gait Analysis/methods ; Muscle, Skeletal/physiology ; Postural Balance/physiology

An integrated workflow for 2D and 3D posture analysis during vestibular system testing in mice.

Authors: Wan Y Edmond MA Kitz C et al.

Source: Frontiers in neurology [Front Neurol] 2023 Dec 01; Vol. 14, pp. 1281790. Date of Electronic Publication: 2023 Dec 01 (Print Publication: 2023).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101546899 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2295 (Print) Linking ISSN: 16642295 NLM ISO Abbreviation: Front Neurol Subsets: PubMed not MEDLINE

VAMPyR-A high-level Python library for mathematical operations in a multiwavelet representation.

Authors: Bjørgve M Tantardini C Jensen SR et al.

Source: The Journal of chemical physics [J Chem Phys] 2024 Apr 28; Vol. 160 (16).

Publication Type: Journal Article

Journal Info: Publisher: American Institute of Physics Country of Publication: United States NLM ID: 0375360 Publication Model: Print Cited Medium: Internet ISSN: 1089-7690 (Electronic) Linking ISSN: 00219606 NLM ISO Abbreviation: J Chem Phys Subsets: PubMed not MEDLINE; MEDLINE