Search Results - "Feature selection"

A novel distributed fine-grained energy consumption monitoring for large-scale nonlinear dynamic industrial processes.

Peng, Kaixiang¹ (AUTHOR), Wei, Yuzhe¹ (AUTHOR), Li, Tie¹ (AUTHOR), Qin, Xin¹ (AUTHOR), Dong, Jie¹ (AUTHOR) dongjie@ies.ustb.edu.cn

A methodology for evaluating feature selection and clustering methods with project-specific requirements.

von Linde, H.¹ (AUTHOR) Hendrik.von-Linde@iao.fraunhofer.de, Riedel, O.^1,2 (AUTHOR)

Pol-SAR image classification using multifarious stratification stratagem in machine learning.

Ashwin, P.V.¹ (AUTHOR) ashwin.pv@saintgits.org, Ansal, K.A.¹ (AUTHOR)

Compactness score: a fast filter method for unsupervised feature selection.

Zhu, Peican^1,2 (AUTHOR) ericcan@nwpu.edu.cn, Hou, Xin^1,2 (AUTHOR), Tang, Keke³ (AUTHOR), Wang, Zhen^1,4 (AUTHOR), Nie, Feiping^1,2 (AUTHOR) feipingnie@gmail.com

Hierarchical RNN-based framework for throughput prediction in automotive production systems.

Chen, Mengfei¹ (AUTHOR), Furness, Richard² (AUTHOR), Gupta, Rajesh² (AUTHOR), Puchala, Saumuy³ (AUTHOR), Guo, Weihong¹ (AUTHOR) wg152@soe.rutgers.edu

Machine Learning Classification with Logistic Regression Feature Selection Approach on Health Datasets.

Pongthao, J.¹ jirananp64@nu.ac.th, Na-udom, A.² anamain@nu.ac.th, Rungrattanaubol, J.³ jaratsrir@nu.ac.th

Advanced predictive modeling for enhanced mortality prediction in ICU stroke patients using clinical data.

Abdollahi, Armin¹ (AUTHOR), Ashrafi, Negin¹ (AUTHOR), Ma, Xinghong¹ (AUTHOR), Zhang, Jiahao¹ (AUTHOR), Wu, Daijia¹ (AUTHOR), Wu, Tongshou¹ (AUTHOR), Ye, Zizheng¹ (AUTHOR), Pishgar, Maryam¹ (AUTHOR) pishgar@usc.edu

A data-centric and interpretable EEG framework for depression severity grading using SHAP-based insights.

Shen, Anruo^1,2 (AUTHOR), Sun, Jingnan¹ (AUTHOR), Chen, Xiaogang³ (AUTHOR), Gao, Xiaorong¹ (AUTHOR) gxr-dea@tsinghua.edu.cn

A robust and statistical analyzed predictive model for drug toxicity using machine learning.

Rawat, Deepak¹ (AUTHOR), Bajaj, Rohit² (AUTHOR), Manchanda, Rachit² (AUTHOR), Mehta, Ankush³ (AUTHOR), Paramasivam, Prabhu⁴ (AUTHOR) lptprabhu@gmail.com, Bhagat, Suraj Kumar⁵ (AUTHOR), Ayanie, Abinet Gosaye⁶ (AUTHOR) abinet.gosaye@astu.edu.et

Anomaly recognition in surveillance based on feature optimizer using deep learning.

Khanam, Shaista¹ (AUTHOR), Sharif, Muhammad¹ (AUTHOR), Raza, Mudassar² (AUTHOR), Ishaq, Waqar³ (AUTHOR), Fayyaz, Muhammad⁴ (AUTHOR), Kadry, Seifedine^5,6 (AUTHOR) skadry@gmail.com

Classification of lung cancer severity using gene expression data based on deep learning.

Nassif, Ali Bou¹ (AUTHOR) anassif@sharjah.ac.ae, Abujabal, Nour Ayman¹ (AUTHOR), Omar, Aya Alchikh¹ (AUTHOR)

An efficient leukemia prediction method using machine learning and deep learning with selected features.

Ilyas, Mahwish¹ (AUTHOR), Ramzan, Muhammad² (AUTHOR), Deriche, Mohamed³ (AUTHOR) m.deriche@ajman.ac.ae, Mahmood, Khalid⁴ (AUTHOR), Naz, Anam⁴ (AUTHOR)

A novel methodological approach to SaaS churn prediction using whale optimization algorithm.

Kotan, Muhammed¹ (AUTHOR), Faruk Seymen, Ömer² (AUTHOR) ofseymen@sakarya.edu.tr, Çallı, Levent¹ (AUTHOR), Kasım, Sena¹ (AUTHOR), Çarklı Yavuz, Burcu¹ (AUTHOR), Över Özçelik, Tijen³ (AUTHOR)

Early Risk Prediction in Acute Aortic Syndrome on Clinical Data Using Machine Learning.

Tavafi, Mehdi¹ (AUTHOR), Passi, Kalpdrum^1,2 (AUTHOR) kpassi@laurentian.ca, Ohle, Robert^1,2 (AUTHOR)

Research on Intrusion Detection Method Based on Transformer and CNN-BiLSTM in Internet of Things.

Zhang, Chunhui¹ (AUTHOR), Li, Jian¹ (AUTHOR) lijian@bupt.edu.cn, Wang, Naile¹ (AUTHOR), Zhang, Dejun¹ (AUTHOR)

Feature Selection Before Propositionalization of Multi-Source Oil Drilling Data.

Wen, Clement Ting Pek¹ (AUTHOR) cpting@swinburne.edu.my, Hui, Patrick Then Hang¹ (AUTHOR), Lau, Man Fai² (AUTHOR)

A Novel Hybrid Forecasting Model for PM2.5 Concentration Based on Optimized VMD Decomposition, Multi-Objective Feature Selection, and Error Correction.

Chenhao Cai¹ caichenhao@126.com, Leyao Zhang², Jianguo Zhou¹, Luming Zhou¹

Novel accurate classification system developed using order transition pattern feature engineering technique with physiological signals.

Gelen, Mehmet Ali¹ (AUTHOR), Barua, Prabal Datta² (AUTHOR), Tasci, Irem³ (AUTHOR), Tasci, Gulay⁴ (AUTHOR), Aydemir, Emrah⁵ (AUTHOR), Dogan, Sengul⁶ (AUTHOR) sdogan@firat.edu.tr, Tuncer, Turker⁶ (AUTHOR), Acharya, U. R.⁷ (AUTHOR)

Automatic Feature Selection for Imbalanced Echocardiogram Data Using Event-Based Self-Similarity.

Huang, Huang-Nan¹ (AUTHOR), Chen, Hong-Min^1,2 (AUTHOR), Lin, Wei-Wen^2,3,4 (AUTHOR), Wiryasaputra, Rita^4,5,6 (AUTHOR), Chen, Yung-Cheng^5,7 (AUTHOR), Wang, Yu-Huei^2,6 (AUTHOR), Yang, Chao-Tung^7,8 (AUTHOR)

Advanced lightweight deep learning vision framework for efficient pavement damage identification.

Dong, Shuai¹ (AUTHOR), Wang, Yunlong¹ (AUTHOR), Cao, Jin¹ (AUTHOR), Ma, Jia¹ (AUTHOR), Chen, Yang¹ (AUTHOR), Kang, Xin^2,3 (AUTHOR) ckkang@njust.edu.cn