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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

MoveApps: a serverless no-code analysis platform for animal tracking data.

Authors: Kölzsch, Andrea Davidson, Sarah C. Gauggel, Dominik et al.

Source: Movement Ecology. 7/18/2022, Vol. 10 Issue 1, p1-12. 12p.

Hands-on 3: Introduction to developing Python computational pipelines for predictive machine learning modelling of livestock data.

Authors: Tulpan, Dan¹

Source: Journal of Animal Science. 2024 Supplement, Vol. 102, p68-68. 1/4p.

Subjects: Machine learning, Personal computers, Animal science, Data modeling, Python programming language

The state of the late Quaternary megafauna extinction debate: a systematic review and analysis.

Authors: Stewart, Mathew Peters, Carli Ziegler, Michael J. et al.

Source: Frontiers in Mammal Science. 2025, p1-27. 27p.

Integrating multi-modal data fusion approaches for analysis of dairy cattle vocalizations.

Authors: Jobarteh, Bubacarr Mincu-Iorga, Madalina Gavojdian, Dinu et al.

Source: Frontiers in Veterinary Science. 2025, p1-13. 13p.

Anna: an open-source platform for real-time integration of machine learning classifiers with veterinary electronic health records.

Authors: Kong, Chun Yin Vasquez, Picasso Farhoodimoghadam, Makan et al.

Source: BMC Veterinary Research. 10/2/2025, Vol. 21 Issue 1, p1-12. 12p.

Subjects: Machine learning, Electronic health records, Open source software, Patient care, Veterinary medicine, Diagnosis, Classification algorithms, Synchronization

Risk Model for Metastasis Detection of Neuroblastoma (NB)

Authors: Shenzhen Children's Hospital The Children's Hospital of Zhejiang University School of Medicine Juan Ma, Associate Chief Physician of the Clinical Laboratory Department

Contributors: Shenzhen Children's Hospital The Children's Hospital of Zhejiang University School of Medicine Juan Ma, Associate Chief Physician of the Clinical Laboratory Department

Source: Bone Marrow Cytology-based Artificial Intelligence Model for Detection and Prognosis of Neuroblastoma

Application of Artificial Intelligence Technologies in Livestock Management.

Alternate Title: Hayvancılıkta Yapay Zekâ Teknolojilerinin Uygulanması.

Authors: DİLAVER, Hatice DİLAVER, Kamil Fatih

Source: Journal of Animal Science & Economics. Jul2025, Vol. 4 Issue 2, p64-74. 11p.

Subjects: Natural language processing, Artificial neural networks, Supervised learning, Artificial intelligence, Agriculture

TLR2 c.374C>T variant linked to natural resistance against brucellosis in Italian Mediterranean river buffalo.

Authors: Fulgione, Andrea Gentile, Antonio Iovane, Valentina et al.

Source: BMC Veterinary Research. 10/21/2025, Vol. 21 Issue 1, p1-16. 16p.

Subjects: Brucellosis, Toll-like receptors, Immune response, Water buffalo, Natural immunity, Case-control method, Single nucleotide polymorphisms, Genomics

Geographic Terms: Italy, Campania (Italy)

Continuous automated analysis of facial dynamics of brachycephalic and normocephalic dogs in different contexts.

Authors: Martvel, George Eretová, Petra Přibylová, Lucie et al.

Source: BMC Veterinary Research. 5/24/2025, Vol. 21 Issue 1, p1-13. 13p.

Subjects: Emotions in animals, Behavioral assessment, Dog behavior, Facial expression, Artificial intelligence, Dogs

Isolation Rate and Antimicrobial Profiles of Salmonella from Captive Wild Animals at University of Ilorin Zoological Garden, Kwara State, Nigeria.

Authors: Ahmed, Akeem Katibi, Abdulhameed Sagaya, Ahmad et al.

Source: Iranian Journal of Veterinary Science & Technology. 2025, Vol. 17 Issue 4, p18-25. 8p.

ORTEGA v1.0: an open-source Python package for context-aware interaction analysis using movement data.

Authors: Su, Rongxiang Liu, Yifei Dodge, Somayeh

Source: Movement Ecology. 3/9/2024, Vol. 12 Issue 1, p1-14. 14p.

Data-driven discovery of antiviral peptides against PRRSV using multiple machine learning models.

Authors: Yousaf, Wafa Haseeb, Abdul Shen, Yongheng et al.

Source: Frontiers in Veterinary Science. 2025, p1-20. 20p.

Low Skeletal Muscle Mass Identifies Very High Metabolic Risk in Slovak Children with Obesity: A Body Composition-Based Approach to Risk Stratification.

Authors: Bánovčinová, Alžbeta Schusterová, Ingrid Tóth, Štefan et al.

Source: Nutrients. Dec2025, Vol. 17 Issue 23, p3715. 21p.

Strong correlation of gene counts and differentially expressed genes between a 3′ RNA-Seq and an RNA hybridization platform in transcriptome analyses from canine archival tissues.

Authors: Haake, Alexander F. H. Loriani Fard, Alina K. Jovanovic, Vladimir M. et al.

Source: Frontiers in Veterinary Science. 2025, p1-13. 13p.

Immuno-Nutritional Profiling for Survival Stratification in Gastrectomized Patients with Malignant Chronic Intestinal Failure.

Authors: Matysiak, Konrad Szewczuk, Magdalena Hojdis, Aleksandra et al.

Source: Nutrients. Feb2026, Vol. 18 Issue 3, p451. 15p.

Economic and Veterinary Evaluation of Pet Insurance in Türkiye: Potential, Role in Health, and Impact on Practice.

Authors: GENÇGÖNÜL, Betül Zehra¹ betul.zehra@hacettepe.edu.tr

Source: Kafkas Üniversitesi Veteriner Fakültesi Dergisi. Jan/Feb2026, Vol. 32 Issue 1, p147-153. 7p.

Augmenting the human interactome for disease prediction through gene networks inferred from human cell atlas.

Authors: Sung, Euijeong Cha, Junha Baek, Seungbyn et al.

Source: Animal Cells & Systems. Dec2025, Vol. 29 Issue 1, p173-182. 10p.

Linking Personality Traits to Mediterranean Diet Adherence and Exploring Gene–Diet Interactions in Neuroticism.

Authors: Sorlí, José V. Ortega-Azorín, Carolina Coltell, Oscar et al.

Source: Nutrients. Dec2025, Vol. 17 Issue 23, p3791. 31p.

Sportomics Analyses of the Exercise-Induced Impact on Amino Acid Metabolism and Acute-Phase Protein Kinetics in Female Olympic Athletes.

Authors: Muniz-Santos, Renan Bassini, Adriana Falcão, Jefferson et al.

Source: Nutrients. Oct2024, Vol. 16 Issue 20, p3538. 21p.