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Papers matching “big data algorithms” 33

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A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0
2020 IEEE Access article Engineering Fault Detection and Control Systems Open access

Hamid Khayyam, Ali Jamali, Alireza Bab‐Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, +1 more

69

citations
Iterative algorithms for the post-processing of high-dimensional data
2020 Journal of Computational Physics article Mathematics Tensor decomposition and applications

Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann Georg Matthies, Elmar Zander

12

citations
Shared Data and Algorithms for Deep Learning in Fundamental Physics
2022 Computing and Software for Big Science article Physics and Astronomy Particle physics theoretical and experimental studies Open access

L. Benato, Erik Buhmann, Martin Erdmann, P. Fackeldey, Jonas Glombitza, N. M. Hartmann, +7 more

25

citations
Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data
2025 PROTEOMICS article Medicine Artificial Intelligence in Healthcare and Education Open access

Riste Stojanov, Milos Jovanovik, Sasho Gramatikov, Igor Mishkovski, Eftim Zdravevski, Darko Sasanski, +7 more

1

citations
Loading classical data
2025 Cambridge University Press eBooks book-chapter Arts and Humanities History of Science and Medicine Open access

0

citations
Identification of evaluation criteria for algorithms used within the context of product development
2020 Procedia CIRP article Business, Management and Accounting Big Data and Business Intelligence Open access

Michael Riesener, Christian Doelle, Michael Mendl-Heinisch, Niclas Klumpen

9

citations
Machine learning with classical data
2025 Cambridge University Press eBooks book-chapter Computer Science Computational Physics and Python Applications Open access

0

citations
Influence of the algorithm's reliability and transparency in the user's decision-making process
2023 arXiv (Cornell University) preprint Decision Sciences Impact of AI and Big Data on Business and Society Open access

Sourabh Zanwar

0

citations
A Visualization and Benchmarking Simulator for Clinical Data
2022 Studies in health technology and informatics book-chapter Computer Science Machine Learning in Healthcare Open access

Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Märtin, Anke Schmeink, Ahmed Hallawa, +1 more

0

citations
Datenintegration und Metadatenmanagement in Data Lakes
2020 RWTH Publications (RWTH Aachen) dissertation Earth and Planetary Sciences Environmental Monitoring and Data Management Open access

Rihan Hai

2

citations
Improving Robustness of Jet Tagging Algorithms with Adversarial Training
2022 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access

Annika Stein, Xavier Coubez, S. Mondal, Andrzej Novak, Alexander SCHMIDT

6

citations
Detecting Multidimensional Pareto Fronts During the Optimization of a Return Channel Within a Centrifugal Compressor
2021 Journal of Turbomachinery article Engineering Turbomachinery Performance and Optimization

Jan Bisping, Peter Jeschke

3

citations
Detection of abnormal SOH estimates in battery field data using statistical learning
2025 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Valentin Steininger, Katharina Lilith Quade, Katharina Rumpf, Stephan Bihn, Jürgen Ringler, Dirk Uwe Sauer, +1 more

3

citations
Associative clustering with analog content-addressable memory
2025 International Symposium on Memory Systems (MEMSYS) conference-paper Computer Science Network Packet Processing and Optimization Open access

Sara Ameli, Jiaao Yu, John Paul Strachan

0

citations
A Machine Learning Approach for the Classification of Disease Risks in Time Series
2020 conference-paper Computer Science Time Series Analysis and Forecasting

Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Marvin Schacht, Anke Schmeink, +4 more

5

citations
Efficiently Approximating Attention Is Hard
2026 arXiv (Cornell University) preprint Computer Science Big Data and Digital Economy Open access

Lukas Haverbeck, Carmen Amo Alonso, Andrés Felipe Posada-Moreno, Sebastian Trimpe, Marco Pavone

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, Wahid Redjeb, Marco Rovere, Francesco Giacomini

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, Wahid Redjeb, Marco Rovere, Francesco Giacomini

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, Wahid Redjeb, Marco Rovere, Francesco Giacomini

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, W. Redjeb, M. Rovere, Francesco Maria Giacomini

0

citations
Is Active Learning Green? An Empirical Study
2023 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Shirin Salehi, Anke Schmeink

3

citations
An Experimental Study on the Interplay of Attitudes, Heuristic Thinking, and Transparency in Algorithmic Augmented Decision-Making in Criminal Justice
2022 RWTH Publications (RWTH Aachen) article Decision Sciences Impact of AI and Big Data on Business and Society Open access

Nikolai Bock, Astrid Marieke Rosenthal-Von Der Pütten

0

citations
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications
2023 IEEE International Symposium on Autonomous Decentralized Systems (ISADS) conference-paper Computer Science Privacy-Preserving Technologies in Data

Mahdi Barhoush, Ahmad Ayad, Anke Schmeink

8

citations
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations
2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access

Lucie Flek, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more

0

citations
Mine surveying science and technology for contemporary and future mining industries
2026 International Journal of Mining Science and Technology article Engineering Mining Techniques and Economics Open access

Zhengfu Bian, Qiuzhao Zhang, Runfa Tong, Nanshan Zheng, Axel Preuße

5

citations