• Suche: "Data Preprocessing"

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1

Enhancing Privacy and Robustness in Federated Learning with Local Data Distribution Invariance and Byzantine-Resilient Aggregation
Dolo, Bakary ; Loukil, Faiza ; Boukadi, Khouloud ; et al.
The 36th IEEE International Symposium on Software Reliability Engineering (ISSRE 2025), Oct 2025, São Paulo, Brazil

São Paulo, Brazil Data Preprocessing Differential Privacy Privacy Federated Learni... Privacy Robust Aggregation …
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2

Discretization Strategies for Improved Health State Labeling in Multivariable Predictive Maintenance Systems
Autran, Jean-Victor ; Kuhn, Véronique ; Diguet, Jean-Philippe ; et al.
Proceedings of the 13th International Conference on Data Science. :434-441

Dijon, France Data Labeling Discretiza... Data Labeling Discretization Predictive Maintenance Data Preprocessing …
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3

TSPredIT: Integrated Tuning of Data Preprocessing and Time Series Prediction Models
Salles, Rebecca ; Pacitti, Esther ; Bezerra, Eduardo ; et al.
Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV : Special Issue on Data Management - Principles. :41-55

Time series Prediction Data preprocessing Machine learning Hyperparameter optimizat... [INFO]Computer Science [...
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4

A transformer-based time series forecasting model with an efficient data preprocessing scheme
Kyrylo Yemets ; Michal Gregus
Bulletin of Electrical Engineering and Informatics. 14:2537-2547

Time series Energy production Transformers Feature extension Data preprocessing Fast Fourier transformat... …
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5

REVOLUTIONIZING VIDEO DATA MANAGEMENT THE HYPERFRACTAL DATABASE FRAMEWORK
K, Ravirajan ; Sundarajan, Arvind ; LTIMindtree

Video Retrieval Data Pre... Video Retrieval Data Preprocessing Metadata Management Multimedia Management Advanced Algorithms …
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6

New Dynamic Fingerprint in Derivative-Based Phase Space: Rapid Gas Sensing in Seconds
Cho, Hyeran ; Lee, Geonhee ; Kim, Doyoon ; et al.
ACS Sensors. 10(4):2840-2849

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7

Contribution to estimate the level of bearing degradation using an HMM-multibranch approach
Wardhana, Indrawata ; Mtibaa, Amal ; Pascal, Vrignat ; et al.

Bourges, France Prognosis and Health Man... Condition assessment Data preprocessing First predicting time Hidden Markov Model …
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8

Improving the predictive accuracy of machine learning models for ceramic glaze gloss via feature engineering
Choi, Jung-Hoon ; Kim, Jin-Ho ; Kim, Ung-Soo ; et al.
Journal of the Australian Ceramic Society. :1-12

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9

Comparative analysis of neutrosophic enhanced convolutional neural network for occupancy detection in smart buildings
Mittal, Ranjeeta ; Kumar, Suresh ; Chugh, Urvashi
International Journal of Information Technology: An Official Journal of Bharati Vidyapeeth's Institute of Computer Applications and Management. :1-13

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10

A Coalition Blockchain-Based Approach for Secure Sharing of Power Dispatch Data Over Long Distances
Yan, Yuping ; Qian, Zhenghao
Journal of Electrical Engineering & Technology. :1-14

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11

A systematic data-based method for non-probabilistic convex modelling under dependent uncertainty variables
Guan, Bobin ; Cheng, Yongxin ; Dong, Ying ; et al.
Optimization and Engineering: International Multidisciplinary Journal to Promote Optimization Theory & Applications in Engineering Sciences. 26(4):2589-2628

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12

Deep ensemble optimal classifier-based software defect prediction for early detection and quality assurance
Srinivas, Kalyanapu ; Janapati, Krishna Chaithanya ; Sai Kiran, Mungalched ; et al.
Journal of Umm Al-Qura University for Engineering and Architecture. 16(4):1057-1068

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13

Enhancing medical classification with fuzzy logic-based missing data imputation technique
Moatadid, Ismail ; Idri, Ali ; Abnane, Ibtissam
International Journal of Data Science and Analytics. 20(8):7281-7303

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14

Statistics Evolution and Revolution to Meet Data Science Challenges
Wu, Hulin
Statistics in Biosciences: Journal of the International Chinese Statistical Association. 17(3):813-831

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15

Einfluss von Preprocessing auf die Klassifikationsgenauigkeit von Eye-Tracking Daten
Landes, Jennifer ; Klettke, Meike ; Köppl, Sonja
Datenbank-Spektrum: Zeitschrift für Datenbanktechnologien und Information Retrieval. :1-14

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16

Adaptive Expression-Preserving Normalization and Augmented Graph-Based Feature Learning for Facial Expression Recognition
Babu, Nirmal Varghese ; Kanaga, E. Grace Mary
Iranian Journal of Science and Technology, Transactions of Electrical Engineering. :1-16

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17

A fast region of interest algorithm for efficient data compression and improved peak detection in high-resolution mass spectrometry
Kronik, Oskar Munk ; Christensen, Jan H. ; Nielsen, Nikoline Juul ; et al.
Analytical and Bioanalytical Chemistry. 417(27):6065-6073

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18

The Artificial Intelligence Ontology: LLM-Assisted Construction of AI Concept Hierarchies
Joachimiak, Marcin P ; Miller, Mark A ; Caufield, J Harry ; et al.
Applied Ontology An Interdisciplinary Journal of Ontological Analysis and Conceptual Modeling. 19(4)

46 Information and Compu... 4602 Artificial Intellig... Machine Learning and Art... Data Science (rcdc) Networking and Informati... Bioengineering (rcdc) …
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19

A generic framework for forecasting short-term traffic conditions on urban highways
Attoui, Seif-Eddine ; Meddeb, Maroua ; IRT SystemX
2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA). :1-10

Porto, Portugal Intelligent transportati... traffic forecast time series forcast short-term data preprocessing …
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20

Comparison of various data preprocessing software for untargeted urinary metabolomics using UHPLC-HRMS to diagnose cancer
Gashimova, Elina ; Malitskaya, Tatyana ; Temerdashev, Azamat ; et al.
Iran Journal of Computer Science: An International Journal. :1-15

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