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Publication search results
found 152 matches
- 2025
- Michael Sandra, Samayan Narayanamoorthy, Krishnan Suvitha, Dragan Pamucar, Vladimir Simic, Daekook Kang:
An insightful multicriteria model for the selection of drilling technique for heat extraction from geothermal reservoirs using a fuzzy-rough approach. Inf. Sci. 686: 121353 (2025) - 2024
- Inas Ismael Imran, Rawaa Hamza Ali, Shymaa Mohammed Jameel, Refed Adnan Jaleel:
A proposed model based on k-nearest neighbour classifier with feature selection techniques to control and forecast plant disease. Int. J. Grid Util. Comput. 15(3/4): 306-313 (2024) - Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza:
Multi-criteria Decision-Making Techniques for the Selection of Pareto-optimal Machine Learning Models in a Drinking-Water Quality Monitoring Problem. Int. J. Inf. Technol. Decis. Mak. 23(1): 447-474 (2024) - Mohammad Faiz, A. K. Daniel:
A multi-criteria cloud selection model based on fuzzy logic technique for QoS. Int. J. Syst. Assur. Eng. Manag. 15(2): 687-704 (2024) - B. Dhiyanesh, S. Ganapathi Ammal, K. Saranya, K. E. Narayana:
Advanced Cloud-Based Prediction Models for Cardiovascular Disease: Integrating Machine Learning and Feature Selection Techniques. SN Comput. Sci. 5(5): 572 (2024) - María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle:
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System. CoRR abs/2402.06921 (2024) - Arshmeet Kaur, Morteza Sarmadi:
Comparative Analysis of Data Preprocessing Methods, Feature Selection Techniques and Machine Learning Models for Improved Classification and Regression Performance on Imbalanced Genetic Data. CoRR abs/2402.14980 (2024) - Yuxiang Huang, John S. Zelek:
A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation. CoRR abs/2403.01606 (2024) - Marco Fabris, Riccardo Ceccato, Andrea Zanella:
Efficient Sensors Selection for Traffic Flow Monitoring: An Overview of Model-Based Techniques leveraging Network Observability. CoRR abs/2404.08588 (2024) - Hendrik Damm, Tabea Margareta Grace Pakull, Bahadir Eryilmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, Christoph M. Friedrich:
WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV. CoRR abs/2405.11255 (2024) - 2023
- Ramdas Kapila, Sumalatha Saleti:
Optimizing fetal health prediction: Ensemble modeling with fusion of feature selection and extraction techniques for cardiotocography data. Comput. Biol. Chem. 107: 107973 (2023) - María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle:
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System. Cybern. Syst. 54(3): 286-305 (2023) - Nicholas Seedorff, Grant Brown, Breanna Scorza, Christine A. Petersen:
Joint Bayesian longitudinal models for mixed outcome types and associated model selection techniques. Comput. Stat. 38(4): 1735-1769 (2023) - Elena Molina, Pere-Pau Vázquez:
Two-step techniques for accurate selection of small elements in VR environments. Graph. Model. 128: 101183 (2023) - Khuong Le Nguyen, Hoa Thi Trinh, Thanh T. Nguyen, Hoang D. Nguyen:
Comparative study on the performance of different machine learning techniques to predict the shear strength of RC deep beams: Model selection and industry implications. Expert Syst. Appl. 230: 120649 (2023) - Daouda Kamissoko, Didier Gourc, François Marmier, Antoine Clément:
A Go/No-Go Decision-Making Model Based on Risk and Multi-Criteria Techniques for Project Selection. Int. J. Decis. Support Syst. Technol. 15(2): 1-21 (2023) - Siwei Xia, Yuehan Yang:
A Model-Free Feature Selection Technique of Feature Screening and Random Forest-Based Recursive Feature Elimination. Int. J. Intell. Syst. 2023: 1-16 (2023) - Mallikharjuna Rao K, Ghanta Sai Krishna, Kundrapu Supriya:
Data preprocessing techniques: emergence and selection towards machine learning models - a practical review using HPA dataset. Multim. Tools Appl. 82(24): 37177-37196 (2023) - Pooja Gulganwa, Saurabh Jain:
Base Station Model Selection Using Machine Learning Technique for Wireless Sensor Network. Wirel. Pers. Commun. 132(2): 1225-1239 (2023) - Xiaomei Liu, Yujing Cao:
Research on Network Intrusion Detection Techniques Based on Feature Selection Model and Recurrent Neural Network. ICCSIE 2023: 45-51 - Pengfei Guo, Zheng Shi, Yongjin Wang, Hongbo Zhu, Haitao Zhao:
Hydroacoustic Channel Analysis and Matching Technique Based on Feature Selection and Model Self-Evolution. ICCT 2023: 598-603 - William Siagian, Melisa Rachel Setiadi, Simeon Yuda Prasetyo:
Improving SMS Spam Detection Through Machine Learning: An Investigation of Feature Extraction and Model Selection Techniques. ICIMTech 2023: 288-293 - John T. Hancock, Richard A. Bauder, Taghi M. Khoshgoftaar:
A Model-Agnostic Feature Selection Technique to Improve the Performance of One-Class Classifiers. ICTAI 2023: 92-98 - Saud Alhajaj Aldossari, Abdullah Aldosary, Kwang-Cheng Chen:
Overcoming Wireless Channel modeling and Relay Signal Selection Via Artificial Intelligence Techniques in the 5G and Beyond. ICUFN 2023: 810-815 - Ejder Aycin, Sema Kayapinar Kaya, Fatih Ecer:
An IT2FBWM Model to Highlight the Significance of Factors Utilized in Determining Pandemic Hospital Site Selection. Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain 2023: 145-162 - Siwei Xia, Yuehan Yang:
A model-free feature selection technique of feature screening and random forest based recursive feature elimination. CoRR abs/2302.07449 (2023) - Denys Gobov, Olga Solovei:
Approaches to Improving the Accuracy of Machine Learning Models in Requirements Elicitation Techniques Selection. CoRR abs/2303.14762 (2023) - Junxian Zhu, Jin Zhu, Borui Tang, Xuanyu Chen, Hongmei Lin, Xueqin Wang:
Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique. CoRR abs/2308.00251 (2023) - 2022
- Fatih Demir, Yaman Akbulut:
A new deep technique using R-CNN model and L1NSR feature selection for brain MRI classification. Biomed. Signal Process. Control. 75: 103625 (2022) - David Camilo Corrales, Céline Schoving, Hélène Raynal, Philippe P. Debaeke, Etienne-Pascal Journet, Julie Constantin:
A surrogate model based on feature selection techniques and regression learners to improve soybean yield prediction in southern France. Comput. Electron. Agric. 192: 106578 (2022)
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