Papers citing Big data need big theory too
The Nature of Organizing: A Relational Approach to Understanding Business Sustainability
Organization & Environment · 2019
Jason Good, Andrea Stevenson Thorpe
Read original paper ↗ ·A Systematic Review on Big Data Analytics Frameworks for Higher Education - Tools and Algorithms
International Conference on E-Business, Information Management and Computer Science (EBIMCS) · 2019
David Otoo-Arthur, Terence L. van Zyl
Read original paper ↗ ·Improving palliative care with machine learning and routine data: a rapid review
HRB Open Research · 2019
Virginia Storick, Aoife O’Herlihy, Sarah Abdelhafeez, R Ahmed, Peter May
Read original paper ↗ ·TRANSPORT MODELING WITH A PURPOSE: HOW URBAN SYSTEMS DESIGN CAN BRIDGE THE GAPS BETWEEN MODELING, PLANNING, AND DESIGN
WIT transactions on the built environment · 2019
Robert Brent Binder, Zachary Lancaster, Michael B. Tobey, Peraphan Jittrapirom, Yoshiki Yamagata
Read original paper ↗ ·Through the Looking Glass
Film International · 2019
Paula Murphy
Read original paper ↗ ·Retailing and retailing research in the age of big data analytics
International Journal of Research in Marketing · 2019
Marnik G. Dekimpe
Read original paper ↗ ·Factoring a 2 x 2 contingency table
PLoS ONE · 2019
Stanley Luck
Read original paper ↗ ·The Human Ecological Perspective and Biopsychosocial Medicine
International Journal of Environmental Research and Public Health · 2019
Felix Tretter, Henriette Löffler‐Stastka
Read original paper ↗ ·An integrative methodology based on protein-protein interaction networks for identification and functional annotation of disease-relevant genes applied to channelopathies
BMC Bioinformatics · 2019
Milagros Marín, Francisco José Esteban, Hilario Ramírez-Rodrigo, Eduardo Ros, María José Sáez‐Lara
Read original paper ↗ ·Deep Learning for Deep Chemistry: Optimizing the Prediction of Chemical Patterns
Frontiers in Chemistry · 2019
Tânia F. G. G. Cova, Alberto A. C. C. Pais
Read original paper ↗ ·A Model of Growth Trajectory Bifurcation in Animals Ontogeny
International Journal of Biology · 2019
V. L. Stass
Read original paper ↗ ·El voto vigilado. Influencia y control electoral en las hermandades de Huelva durante el Antiguo Régimen
Hispania Sacra · 2019
Manuel José de Lara Ródenas
Read original paper ↗ ·Bayesian Estimation of the Shape Parameters of Mcdonald Generalized Beta-Binomial Distribution
OALib · 2020
Immaculate Kathomi Murithi, Justin Obwoge Okenye, Ali Salim Islam, Ronald Waliaula Wanyonyi
Read original paper ↗ ·Big-data driven approaches in materials science: A survey
Materials Today Proceedings · 2020
Manwendra Kumar Tripathi, Randhir Kumar, Rakesh Tripathi
Read original paper ↗ ·Computational inference in mathematical biology: Methodological developments and applications
Queensland University of Technology · 2020
David James Warne
Read original paper ↗ ·Fairness von KI-Algorithmen
Springer Reference Geisteswissenschaften · 2020
M.‐Th. Hütt, Claudia Schubert
Read original paper ↗ ·Redundancy and Complexity Metrics for Big Data Classification: Towards Smart Data
IEEE Access · 2020
Jesús Maillo, Isaac Triguero A, Francisco Herrera
Read original paper ↗ ·Revisiting the Concept of Human Disease
Human perspectives in health sciences and technology · 2020
Mariano Bizzarri, Mirko Minini, Noemi Monti
Read original paper ↗ ·The Pixelated Person – Humanity in the Grip of Algorithmic Personalisation
Cambridge University Press eBooks · 2020
Uta Kohl
Read original paper ↗ ·Thermal field prediction for laser scanning paths in laser aided additive manufacturing by physics-based machine learning
Computer Methods in Applied Mechanics and Engineering · 2020
Kai Ren, Youxiang Chew, Yunfeng Zhang, Jerry Ying Hsi Fuh, Guijun Bi
Read original paper ↗ ·Development of Supervised Learning Predictive Models for Highly Non-linear Biological, Biomedical, and General Datasets
Frontiers in Molecular Biosciences · 2020
David Medina-Ortiz, Sebastián Contreras, Cristofer Quiroz, Álvaro Olivera‐Nappa
Read original paper ↗ ·Toward Data Sense-Making in Digital Health Communication Research: Why Theory Matters in the Age of Big Data
Frontiers in Communication · 2020
Edmund W. J. Lee, Andrew Z. H. Yee
Read original paper ↗ ·From digital hype to analogue reality: Universal simulation beyond the quantum and exascale eras
Journal of Computational Science · 2020
Peter V. Coveney, Roger Highfield
Read original paper ↗ ·Rediscovery of natural compounds acting via multitarget recognition and noncanonical pharmacodynamical actions
Drug Discovery Today · 2020
Mariano Bizzarri, Alessandro Giuliani, Noemi Monti, Roberto Verna, Andrea Pensotti, Alessandra Cucina
Read original paper ↗ ·Monte Carlo science
Journal of Turbulence · 2020
Javier Jiménez
Read original paper ↗ ·Pre-Drilling Production Forecasting of Parent and Child Wells Using a 2-Segment Decline Curve Analysis (DCA) Method Based on an Analytical Flow-Cell Model Scaled by a Single Type Well
Energies · 2020
Ruud Weijermars, Kiran Nandlal
Read original paper ↗ ·Hidden theorizing in big data analytics: With a reference to tourism design research
Annals of Tourism Research · 2020
Josef A. Mazanec
Read original paper ↗ ·Review: Energy efficiency evaluation of complex petrochemical industries
Energy · 2020
Yongming M Han, Hao Wu, Zhiqiang Geng, Qunxiong Zhu, Xiangbai Gu, Bin Yu
Read original paper ↗ ·Integrating remote sensing and jurisdictional observation networks to improve the resolution of ecological management
bioRxiv (Cold Spring Harbor Laboratory) · 2020
Philip A. Townsend, John Clare, Nanfeng Liu, Jennifer L. Stenglein, Christine Anhalt‐Depies, Timothy R. Van Deelen, Neil A. Gilbert, ADITYA KUMAR SINGH, Karl J. Martin, Benjamin Zuckerberg
Read original paper ↗ ·Machine Learning Requires Probability and Statistics [Perspectives]
IEEE Signal Processing Magazine · 2020
Ulisses Braga-Neto, Edward R. Dougherty
Read original paper ↗ ·Beyond Screen Time: Identity Development in the Digital Age
Psychological Inquiry · 2020
Isabela Granic, Hiromitsu Morita, Hanneke Scholten
Read original paper ↗ ·Incorporating Physical Knowledge Into Machine Learning for Planetary Space Physics
Frontiers in Astronomy and Space Sciences · 2020
Abigail Azari, Jeffrey W. Lockhart, M. W. Liemohn, Xianzhe Jia
Read original paper ↗ ·Formidable females redux: male social integration into female networks and the value of dynamic multilayer networks
Current Zoology · 2020
Tyler R. Bonnell, Chloé Vilette, Christopher Young, Stephanus Peter Henzi, Louise Barrett
Read original paper ↗ ·Application of Systems Engineering Principles and Techniques in Biological Big Data Analytics: A Review
Processes · 2020
Qiang He, Jin Wang
Read original paper ↗ ·Microstructure-informed probability-driven point-particle model for hydrodynamic forces and torques in particle-laden flows
Journal of Fluid Mechanics · 2020
Arman Seyed-Ahmadi, Anthony Wachs
Read original paper ↗ ·Computational medicine, present and the future: obstetrics and gynecology perspective
American Journal of Obstetrics and Gynecology · 2020
Radek Bukowski, Karl W. Schulz, Kelly Gaither, Keri Keilberg Stephens, Dave Semeraro, Justin A. Drake, Gordon C. S. Smith, Craig Cordola, Thaleia Zariphopoulou, Thomas J.R. Hughes, Christopher K. Zarins, Dimitri Kusnezov, Donna Howard, Tinsley Oden
Read original paper ↗ ·Continuous-domain assignment flows
European Journal of Applied Mathematics · 2020
Fabrizio Savarino, Christoph Schnörr
Read original paper ↗ ·A Study on The Limits and Potential of Machine Predictions from a Human-Big Data-Machine Interaction Perspective
EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS) · 2020
Giovanni Delnevo
Read original paper ↗ ·Structural dynamics simulation using a novel physics-guided machine learning method
Engineering Applications of Artificial Intelligence · 2020
Yang Yu, Houpu Yao, Yongming Liu
Read original paper ↗ ·Machine learning for digital soil mapping: Applications, challenges and suggested solutions
Earth-Science Reviews · 2020
Alexandre M.J.‐C. Wadoux, Budiman Minasny, Alex B. McBratney
Read original paper ↗ ·Computational biomedicine. Part 1: molecular medicine
Interface Focus · 2020
Peter V. Coveney
Read original paper ↗ ·Rapid, accurate, precise and reproducible ligand–protein binding free energy prediction
Interface Focus · 2020
Shunzhou Wan, Agastya P. Bhati, Stefan J. Zasada, Peter V. Coveney
Read original paper ↗ ·Methodological problems of big data and artificial intelligence in the medical specialists training
Journal of Physics Conference Series · 2020
O V Mikhailenko, Georgy Alekseevich Dorrer
Read original paper ↗ ·Integrating Quantitative Assays with Biologically Based Mathematical Modeling for Predictive Oncology
iScience · 2020
Anum S. Kazerouni, Manasa Gadde, Andrea L. Gardner, David A. Hormuth, Angela M. Jarrett, Kaitlyn E. Johnson, Ernesto A. B. F. Lima, Guillermo Lorenzo, Caleb M. Phillips, Amy Brock, Thomas E. Yankeelov
Read original paper ↗ ·Evaluating patient-specific neoadjuvant regimens for breast cancer via a mathematical model constrained by quantitative magnetic resonance imaging data
Neoplasia · 2020
Angela M. Jarrett, David A. Hormuth, Chengyue Wu, Anum S. Kazerouni, David A. Ekrut, John M. Virostko, Anna G. Sorace, Julie C. DiCarlo, Jeanne Kowalski, Debra A. Patt, Boone Wilder Goodgame, Sarah Avery, Thomas E. Yankeelov
Read original paper ↗ ·Towards integration of 64Cu-DOTA-trastuzumab PET-CT and MRI with mathematical modeling to predict response to neoadjuvant therapy in HER2 + breast cancer
Scientific Reports · 2020
Angela M. Jarrett, David A. Hormuth, Vikram Adhikarla, Prativa Sahoo, Daniel Abler, Lusine Tumyan, Daniel D. Schmolze, Joanne E. Mortimer, Russell C. Rockne, Thomas E. Yankeelov
Read original paper ↗ ·Hybrid Modeling: Towards the Next Level of Scientific Computing in Engineering
Mathematics in industry · 2021
Stefan Kurz
Read original paper ↗ ·Rapid Bayesian Inference for Expensive Stochastic Models
QUT ePrints (Queensland University of Technology) · 2021
David James Warne, Ruth E. Baker, Matthew J. Simpson
Read original paper ↗ ·Application of artificial intelligence in the dental field: A literature review
Journal of Prosthodontic Research · 2021
Takahiro Kishimoto, Takaharu Goto, Takashi Matsuda, Yuki Iwawaki, Tetsuo Ichikawa
Read original paper ↗ ·Big Data
Cambridge University Press eBooks · 2021
Wolfgang Pietsch
Read original paper ↗ ·