Keyword:feature selection

Publications
"Evaluating the Role of Feature Selection Techniques in Supervised Machine Learning Models for Renewable Energy Prediction" John Owen EasyChair Preprint 14450
Enhancing Software Bug Training and Evaluation with GA-TCN: A Genetic Algorithm and Time Convolution Neural Network Approach Haney Zaki EasyChair Preprint 12813
Enhancing IoT Security: Utilizing Machine Learning for Advanced Intrusion Detection in Connected Networks Roni Joni EasyChair Preprint 12807
Redempt India ( ADAS ) Venish Surani, Krushnal Snehi, Arman Shaikh and Gaurav Varshney EasyChair Preprint 12564
Seizure Activity Monitoring System Jay Pathar, Meet Raychura, Vinit Tavde, Swapneel Trivedi and Ankit Chouhan EasyChair Preprint 12488
Crop Selection According to Environment Using Latest Technique of Machine Learning Rajkumar Yathirajyam, Mohit Malik, Manish Kumar, Divyam Sharyan, Vipul Nuthalapati and Pravinkumar Tiwari EasyChair Preprint 10175
The Roles of Stakeholders in Internet of Things: a Theoretical Framework Latifah Almalki, Amany Alnahdi and Tahani Albalawi EasyChair Preprint 9761
An Experiment on Feature Selection Using Logistic Regression Raisa Islam, Subhasish Mazumdar and Rakibul Islam EasyChair Preprint 9623
Impulsion Assessment and Classification Based on EEG Features Zhanhao Jin and Xin Xu EasyChair Preprint 9030
Graph Random Forest: a Graph Embedded Algorithm for Identifying Highly Connected Important Features Leqi Tian and Tianwei Yu EasyChair Preprint 8913
Checking Data Informativity as the First Step in Data-Driven Modeling – Case Study Amir Farzin, Kateryna Rabchuk, Bernt Lie and Nils-Olav Skeie EasyChair Preprint 8885
Feature Selection and Imbalanced Data Problem Solving in Classification of Banking Fraud Prevention Rachatawan Virakul and Kitsana Waiyamai EasyChair Preprint 8776
Evaluating Simple and Complex Models’ Performance When Predicting Accepted Answers on Stack Overflow Osayande P. Omondiagbe, Sherlock A. Licorish and Stephen G. Macdonell EasyChair Preprint 8591
Feature Selection and Adaptive Synthetic Sampling Approach for Optimizing Online Shopper Purchase Intent Prediction Rizal Dwi Prayogo and Siti Amatullah Karimah EasyChair Preprint 6624
Social Media Analysis for Sentiment Classification Using Gradient Boosting Machines Pradeep Kumar and Abdul Wahid EasyChair Preprint 5448
An Intelligent Psychiatric Recommendation System for Detecting Mental Disorders Esma Nur Ucar, Sedat Irgil, Salih Tutun, Nilay Aras and Ilker Yesilkaya EasyChair Preprint 5341
Finding Optimal Rough Set Reduct with A* Search Algorithm Abhimanyu Bar, Anil Kumar and P.S.V.S Sai Prasad EasyChair Preprint 5071
New Geometric Based Features for Facial Expression Recognition Nuri Özbey and Mehmet Bilginer Gülmezoğlu EasyChair Preprint 4864
Characterization of Model Uncertainty Features Relevant to Model Predictive Control of Lateral Vehicle Dynamics Dániel Pup, Ádám Kisari, Zsombor Vigh, Gábor Rödönyi, Alexandros Soumelidis and József Bokor EasyChair Preprint 4552
Comparison of ML classifiers for Image Data Sonika Dahiya, Rohit Tyagi and Nishchal Gaba EasyChair Preprint 3815
Text Summarization Framework Using Advanced Machine Learning Algorithms Pallavi Kohakade and Sujata Jadhav EasyChair Preprint 2881
Text Summarization Framework Using Machine Learning Pallavi Kohakade and Sujata Jadhav EasyChair Preprint 2426
Exploring Feature Selection Technique in Detecting Sybil Accounts in a Social Network Shradha Sharma and Manu Sood EasyChair Preprint 2240
Semi-supervised Uncorrelated Feature Selection Weichan Zhong, Xiaojun Chen and Feiping Nie EasyChair Preprint 1551
Semi-supervised Feature Selection with Adaptive Discriminant Analysis Weichan Zhong, Xiaojun Chen, Guowen Yuan, Yiqin Li and Feiping Nie EasyChair Preprint 740
Feature Points Selection for Rectangle Panorama Stitching Weiqing Yan, Shuigen Wang, Guanghui Yue, Jindong Xu, Xiangrong Tong and Laihua Wang EasyChair Preprint 665
A survey of feature space reduction methods for context aware processing in IoBT networks Andre Harrison, Darius Jefferson, Adrienne Raglin, Brian Jalaian and Michael Lee EasyChair Preprint 656
Radar for assisted living in the context of Internet of Things for Health and beyond Julien LeKernec, Francesco Fioranelli, Shufan Yang, Jordane Lorandel and Olivier Romain EasyChair Preprint 465
Using the Literature to Construct Causal Models for Pharmacovigilance Scott Malec, Assaf Gottlieb, Elmer Bernstam and Trevor Cohen EasyChair Preprint 158
Using the Literature to Identify Confounders Scott Malec EasyChair Preprint 155
A modified Hidden Markov Model (HMM)-based state machine model for driving behavior recognition: Effectiveness of features using different sub-HMMs Ruth David and Dirk Söffker In:Proceedings of Conference on Cognitive and Computational Aspects of Situation Management 2023
Content-Based Image Retrieval System for Real Images Yin-Fu Huang and Bo-Rong Chen In:GCAI 2016. 2nd Global Conference on Artificial Intelligence
Feature Selection Ensemble Qiang Shen, Ren Diao and Pan Su In:Turing-100. The Alan Turing Centenary