• Suche: Feature Engineering for Machine Learning

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1

Optimizing Machine Learning Models for Soil Fertility Analysis: Insights from Feature Engineering and Data Localization
Nwamek, Charles, Onyeka ; Vitalis Ewuz, Nnamdi ; Okpala, Charles, Chikwendu ; et al.
Gazi University Journal of Science PART A: ENGINEERING AND INNOVATION. 12(1):36-60

Soil Fertility Machine Learning Feature Engineering Predictive Modelling Agricultural Optimizatio... [SPI]Engineering Science...
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2

Feature Engineering Enhanced Machine Learning Prediction of Pore Properties in Lignin-Derived Nanoporous Carbon for High-Performance Supercapacitor Applications
Xie, Zihao ; Gadow, Samir I. ; Fayzullaev, Kakhramon ; et al.
ACS Applied Nano Materials. 8(38):18392-18400

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3

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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4

A hybrid ensemble model for ransomware detection using feature engineering and deep learning
Singh, Shweta ; Khanna, Tejaswi ; Verma, Deepak Kumar
International Journal of Information Technology: An Official Journal of Bharati Vidyapeeth's Institute of Computer Applications and Management. 17(8):5095-5104

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7

Automated Vigilance State Classification in Rodents Using Machine Learning and Feature Engineering
Jajee, Sankalp ; Kumar, Gaurav ; Valafar, Homayoun ; et al.

[INFO]Computer Science [...
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8

Feature Engineering vs. Deep Learning for Automated Coin Grading: A Comparative Study on Saint-Gaudens Double Eagles
Dogra, Tanmay ; Ngo, Eric ; Alam, Mohammad ; et al.

Machine Learning Computer Vision and Patt...
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9

On exploring features engineering and machine learning algorithms in the domain of clinical-psychological
Baiyang Liu ; Da He ; Jia Li ; et al.
Alexandria Engineering Journal, Vol 123, Iss, Pp 488-496 (2025)

Feature engineering Machine learning models Clinical-psychological TA1-2040 Engineering (General). C... Predictive modeling
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10

Boosting Machine Learning Accuracy for Cardiac Disease Prediction: The Role of Advanced Feature Engineering and Model Optimization
Bilal, Omair ; Hekmat, Arash ; Shahzad, Inzamam ; et al.
The Review of Socionetwork Strategies. 19(2):271-300

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11

Hybrid attention-based deep learning model using feature engineering approaches for wind power forecasting
Dhaka, Poonam ; Sreejeth, Mini ; Tripathi, M. M.
Electrical Engineering: Archiv für Elektrotechnik. :1-15

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12

Feature Engineering is Not Dead: Reviving Classical Machine Learning with Entropy, HOG, and LBP Feature Fusion for Image Classification
Sen, Abhijit ; Maiti, Giridas ; Parida, Bikram K. ; et al.

Computer Vision and Patt... Machine Learning
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13

A hybrid deep learning model with feature engineering technique to enhance teacher emotional support on students’ engagement for sustainable education
AL-anazi, Reema G. ; Alhammad, Nouf Mohammed ; Rehman, Mohammed Burhanur ; et al.
Scientific Reports. 15(1)

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14

Machine Learning Approaches for Predicting Maize Biomass Yield: Leveraging Feature Engineering and Comprehensive Data Integration
Abbasi, Maryam ; Vaz, Paulo ; Silva, José ; et al.

biomass yield prediction machine learning gradient boosting machin... random forest support vector machines soil fertility index …
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15

Enhanced prediction of persistent earthquake-induced groundwater level changes with advanced feature engineering and machine learning
Tahmouresi, Amirhossein ; Basirian, Sogand ; Javanshir, Amirhossein ; et al.
Multimedia Systems. 31(6)

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16

Discovery of Fatigue Strength Models via Feature Engineering and automated eXplainable Machine Learning applied to the welded Transverse Stiffener
Kraus, Michael A. ; Bartsch, Helen
International Journal of Fatigue, Vol. 203, February 2026, 109324

Computational Engineerin... Artificial Intelligence
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18

Deep Learning for Marine Vehicles Parking Availability: A ResNet50-Based Deep Feature Engineering Model
Gurturk, Mert ; Cambay, Veysel Yusuf ; Hafeez-Baig, Abdul ; et al.
Traitement du Signal. 42:663-674

feature selection with I... deep feature engineering semi overlapped patch di... marine engineering ResNet50 parking availability det...
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20

A Novel Hybrid Deep Learning Technique for Speech Emotion Detection using Feature Engineering
Chowdhury, Shahana Yasmin ; Banik, Bithi ; Hoque, Md Tamjidul ; et al.

Sound Artificial Intelligence Machine Learning Audio and Speech Process...
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