Keyword:Random Forest

Publications
Sentiment Analysis of Twitter Data Using Machine Learning and Deep Learning Md.Saiful Islam and Mahede Hasan EasyChair Preprint 15299
Improving Health Through Indoor Environmental Quality Monitoring: a Review of Data-Driven Models and Smart Sensor Innovations Rachid Kidari and Amine Tilioua EasyChair Preprint 15207
AI-Driven APT Detection Framework: Early Threat Identification Using ML Hidayat Ur Rehman, Zunera Jalil and Safa Fahim EasyChair Preprint 15109
Leveraging Artificial Intelligence for Automated Transaction Mapping to Accounting Standards Linda William, Renyu Lu, Ester Goh and Woelly William EasyChair Preprint 15077
Machine Learning Algorithms for Sentiment Classification: Comparing Accuracy of SVM, Random Forest, and LSTM Docas Akinyele, Godwin Olaoye and David Ray EasyChair Preprint 14882
Personalized Diabetes Prediction and Management System Using Machine Learning K Dileep and K Srajan EasyChair Preprint 14688
Comparative Study of Machine Learning Algorithm for Traffic Accident Prediction and Prevention Manisha Verma and Bharti Sharma EasyChair Preprint 14611
SecureCloud Guardian: Machine Learning-Driven Privilege Escalation Detection and Mitigation for Cloud Environments Shumadhar Reddy Seelam, Sai Vara Prasad Reddy Pulagurla, Naga Aravind Kundeti and M Shobana EasyChair Preprint 13083
Cardiovascular Disease Prediction Using Machine Learing Parthsarthi Bhatt, Agravat Smit, Priyanshu Anand, Vishal Kumar and Amar Chandra EasyChair Preprint 12649
Seizure Activity Monitoring System Jay Pathar, Meet Raychura, Vinit Tavde, Swapneel Trivedi and Ankit Chouhan EasyChair Preprint 12488
Comparative Analysis of Housing Price Prediction of Dhaka City Using Machine Learning Md Saiful Islam Sajol and Mohammad Nizam Uddin EasyChair Preprint 12258
Biometric Authentication Using Invariant Gray Level Co-Щccurrence Matrices (GLCM) Mokhtari Aicha and Hadj Slimane Zine-Eddine EasyChair Preprint 11568
Classification of Spatiotemporal Features of Time Series in Post-Fatigue Gait Rodrigo Gomide, Eduardo Mesquita, Guilherme Villa and Marcus Vieira EasyChair Preprint 11329
LIDarknet: Experimenting the Power of Ensemble Learning in the Classification of Network Traffic Nabil Marzoug, Khidhr Halab, Younes Mamma, Fadoua Khennou and Othmane El Meslouhi EasyChair Preprint 11097
Research on User-Side Service Ownership Determination Technology of Power Systems Based on the Hybrid Model Yang Yu and Yuan Yuan Ma EasyChair Preprint 11046
Twitter Sentiment Analysis on Long Acting Contraceptive Methods in Indonesia With Machine Learning Approach Nurul Sari, Ahmad Munir, Muhammad Ramli and Madris Iskandar EasyChair Preprint 10877
The Ultraviolet Index Classification Using Logistic Regression and Random Forest Methods for Predicting Extreme Conditions Alfin Syarifuddin Syahab, Galih Langit Pamungkas and Saif Akmal EasyChair Preprint 10669
Comparative Analysis of Machine Learning Algorithms for Crop Recommendations Chinmay Vyapari, Prathamesh Bhosale and Ameya Parkar EasyChair Preprint 10597
Robust Machine Learning Technique for Detection and Classification of Spam Mails B Aruna Kumari and C Nagaraju EasyChair Preprint 10478
Characterising Online Purchasing Behaviour Ganesh Gurram, Nikhil Reddy Kodumuru and Mukesh Tripathi EasyChair Preprint 10460
Transforming Learning Data into a Machine Learning Model to Help STEM Students Transition to University Neeraj Katiyar, Armin Yazdani, Janette Barrington, Kira Smith, Valerie Bourassa, Hilary Sweatman and Marcy Slapcoff EasyChair Preprint 10216
Development of a Depression Detection System Using Speech and Text Data B Surekha Reddy, Jishitha Kondaveti, V Akshaya Bhavani and P Aishwarya EasyChair Preprint 10211
Anomaly Based Intrusion Detection System Using Integration of Features Selection Techniques and Random Forest Classifier A Srinivas and K Sagar EasyChair Preprint 9934
Traffic Prediction for Intelligent Transportation System Using Machine Learning N Akhila, M Kavya, M Soumith Reddy and Prasanta Kumar Pradhan EasyChair Preprint 9911
Enhancing the Vertical Accuracy of Copernicus Digital Elevation Model Using Tree-Based Machine Learning Models Chukwuma Okolie, Jon Mills, Adedayo Adeleke and Julian Smit EasyChair Preprint 9579
Analysis of Crop Disease Detection with SVM, KNN and Random Forest Classification Rupali Kale and Sanjay Shitole EasyChair Preprint 9499
Graph Random Forest: a Graph Embedded Algorithm for Identifying Highly Connected Important Features Leqi Tian and Tianwei Yu EasyChair Preprint 8913
Classification of DNA Sequence Using Machine Learning Techniques Md. Ahsan Habib and Md. Motaleb Hossen Manik EasyChair Preprint 8603
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
Mapping of Waterlogged Areas and Silt-Affected Areas After the Flood Using the Random Forest Classifier on the Sentinel-2 Dataset Shivam Rawat, Rashmi Saini and Annapurna Singh EasyChair Preprint 8527
Driver Distraction Detection Based on EEG Feature Fusion Using Random Forest Xin Zuo, Chi Zhang, Jian Zhao, Timo Hämäläinen and Fengyu Cong EasyChair Preprint 8441
A Survey on ML-Based Techniques to Estimate Coral Reef Cover: State of the Art and Challenges Tessy Thomas, Pramod Maurya, B Manikandan and Nilesh Fal Dessai EasyChair Preprint 8415
A Survey on Machine Learning Algorithms for Predicting Cardiovascular Disease R Sathya, J Shanthini and S Karthik EasyChair Preprint 7969
Forest Fire Area Estimate of an Ongoing Fire Nuzhat Shaikh, Pratik Temkar, Prem Kulkarni, Sakshi Chaudhari and Karan Wagh EasyChair Preprint 7605
Exploring Open Source Information for Cyber Threat Intelligence Madhavi Netke, Sarita Patil and Manjushree Mahajan EasyChair Preprint 7509
Evaluation of Machine Learning to Early Detection of Highly Cited Papers Galal Binmakhashen and Hamdi Al-Jamimi EasyChair Preprint 7502
Childhood Autism Spectrum Disorder Screening Using Machine Learning R Monika, Hamsini R Koushik, B M Divya, Monisha K Shree and M D Deepak EasyChair Preprint 7432
Cryptocurrency Price Prediction Using Deep Learning and Machine Learning D Siddharth and Jitendra Kaushik EasyChair Preprint 7394
Applications of Sentinel -1 SAR Data for Flood Damage Assessment: a Case Study of Central Vietnam Flooding Event in October 2020 Hoang Duc Vinh and Liou Yuei-An EasyChair Preprint 7136
Non-Technical Losses Detection in Distribution Grids Using LSTM Networks Soodanbek Kasymaliev, Victoria Erofeeva and David Pozo EasyChair Preprint 6884
Feature Selection and Adaptive Synthetic Sampling Approach for Optimizing Online Shopper Purchase Intent Prediction Rizal Dwi Prayogo and Siti Amatullah Karimah EasyChair Preprint 6624
Prediction of Diabetes Using Various Feature Selection and Machine Learning Paradigms Simran Gill and Prathmesh Pathwar EasyChair Preprint 6587
Determine the Most Effective Machine Learning Technique for Detecting Phishing Websites Sm Mahamudul Hasan, Nirjas Mohammad Jakilim and Md Forhad Rabbi EasyChair Preprint 6497
Evaluating the Effectiveness of Machine Learning Methods for Spam Detection Yuliya Kontsewaya, Evgeniy Antonov and Alexey Artamonov EasyChair Preprint 6074
Prediction of Air Pollution Using Random Forest Sahil Singh, Ayush Yadav and Akhilesh Kumar EasyChair Preprint 5632
Comparison of Machine Learning Classifiers for Predicting Water Main Failure Mohammad Amini and Rebecca Dziedzic EasyChair Preprint 5579
Comparison of Machine Learning Techniques on Twitter Emotions Classification S Santhosh Baboo and M Amirthapriya EasyChair Preprint 5518
Stock Market Prediction Using Prescriptive Analytics N Meenakshi, A Kumaresan, R Nishanth, R Kishore Kumar and A Jone EasyChair Preprint 5298
Personalized Heart Monitoring and Reporting System Megha Rathi, Kushagra Nigam, Deepshi Sharma, Kirti Godani and Saransh Khandelwal EasyChair Preprint 5248
Foodborne Disease DetectionUsing Machine Learning Salma Yousaf and Shakeel Khan EasyChair Preprint 4204
Detection of Pemphigus Vulgaris in Development Stage of Skin Erosion Mayuri Vagh and Dipali Kasat EasyChair Preprint 4187
Machine Learning Algorithm for Assessing Reusability in Component Based Software Development Pooja Negi and Umesh Kumar Tiwari EasyChair Preprint 4142
A Survey on Failure Prediction Techniques in Cloud Computing Vaibhavi Prajapati and Vidisha Thakkar EasyChair Preprint 4134
Approaches for Heart Disease Detection by Using Hybridisation in Machine Learning Arfa Khan and P. Vigneshwaran EasyChair Preprint 4092
An E-Health System for Data Stream Analysis Diego Alysson Braga Moreira, Levy Gurgel Chaves, Rafael Lopes Gomes and Celestino Júnior Joaquim EasyChair Preprint 3960
Chronic‌ ‌Kidney‌ ‌Disease‌ ‌Prediction‌ ‌by‌ ‌Machine‌ ‌Learning‌ Abhishek Kumar Pandit, Rohit Prasad Kushwaha and Indra Kumar EasyChair Preprint 3832
Analysis of Heart Patients Disease Using Data Mining Tool Orange Danish Umer EasyChair Preprint 3672
Heart Patients Datasets Analysis using Weka Tool Fazeela Maryum EasyChair Preprint 3656
Robust Early Stage Botnet Detection using Machine Learning Ali Muhammad, Muhammad Asad and Abdul Rehman Javed EasyChair Preprint 3569
A Novel Random Forest Implementation of Sentiment Analysis Arnav Munshi, Sanchit Sapra and M Arvindhan EasyChair Preprint 3507
Sales Prediction System Using Machine Learning Mansi Panjwani, Rahul Ramrakhiani, Hitesh Jumnani, Krishna Zanwar and Rupali Hande EasyChair Preprint 3243
Comparative Analysis Of Machine Learning Algorithms On Landslide Deeba Kannan, Trayambak Kumar and Sagar Krishna Kashyap EasyChair Preprint 2898
A Survey on Machine Learning Algorithms T. Senthil Kumar, Sai Sameer Vennam and Sai Saketh Chamarti EasyChair Preprint 2882
Comparing various Machine Learning Techniques for Predicting the Salary Status Suyash Srivastava, Deepanshu Sharma and Priyanka Sharma EasyChair Preprint 2625
Exploring Feature Selection Technique in Detecting Sybil Accounts in a Social Network Shradha Sharma and Manu Sood EasyChair Preprint 2240
Automatic Detection of Riots Using Deep Learning Mayur Jadhav, V. A. Chakkarwar and Sharvari Tamne EasyChair Preprint 1976
Stress Detection of User using Social Interaction Rachna Agarwal, Rishabh Rathore, Satyam Yadav, Shashank Jain, Vimaljeet Singh and Yash Mishra EasyChair Preprint 1948
SEM-based study for interpretability of intelligent prenatal fetal monitoring models Li-Ting Huang, Rui-Chu Cai, Zhi-Ying Jiang, Li Li, Qin-Qun Chen, Jia-Ming Hong, Zhi-Feng Hao and Hang Wei EasyChair Preprint 1722
Prediction of Diabetes Disease Using Data Mining and Deep Learning Techniques Tharak Roopesh, Asadi Srinivasulu and K.S. Kannan EasyChair Preprint 1608
Discovering the Inter-species Interaction among Microorganisms Based on Iterative Random Forest Algorithm Xinzhe Pang and Xingpeng Jiang EasyChair Preprint 1016
A New Machine Learning Approach for Anomaly Detection Using Metadata for Model Training Alexander Prosak, Amitava Gangopadhyay and Hemant Garg EasyChair Preprint 829
Practical Implementation of Machine Learning and Predictive Analytics in Cellular Network Transactions in Real Time Dahj Muwawa Jean Nestor and Kingsley A. Ogudo EasyChair Preprint 683
Smart Mining System with Crystal Classification of Ores and Industrial Management Mohamed Rizwan, Kalaiselvi K and Yashu Youwraj In:Proceedings of 6th International Conference on Smart Systems and Inventive Technology
Facial Emotion Characterization and Detection using Fourier Transform and Machine Learning Aishwarya Gouru and Shan Suthaharan In:Proceedings of 37th International Conference on Computers and Their Applications
Determining Anti-Curve-Flattening Behaviors for COVID-19 in the United States Rehab El-Hajj, Sarah Davis and Raymond Otieno In:CAINE 2020. The 33rd International Conference on Computer Applications in Industry and Engineering
Automatic Identification of Sewer Fault Types Using CCTV Footage Joshua Myrans, Zoran Kapelan and Richard Everson In:HIC 2018. 13th International Conference on Hydroinformatics