Keyword:Classification

Publications
RA-BLS: a Sequential BLSs Integrated with Residual Attention Mechanism Yanqiang Wu, Jing Wang and Wei Hu EasyChair Preprint 15340
Multi-Layer Perceptron: Overcoming the Local Minima Problem: Hierarchical Binary Classifiers Rama Murthy Garimella EasyChair Preprint 14997
Classification of Water Quality Index Using Machine Learning Algorithm for Well Assessment: a Case Study in Dili, Timor-Leste Zulmira Ximenes da Costa, Keisuke Ikeda, Takumi Nagawaki, Yuichi Nishida, Tamura Satoshi and Floris Cornelis Boogaard EasyChair Preprint 14743
Analyzing Textbook Content Using Natural Language Processing Techniques Kayode Sheriffdeen EasyChair Preprint 14641
Transfer Learning Using Computer Vision Models for Fall Detection from UWB Radars Shadi Abudalfa and Kevin Bouchard EasyChair Preprint 14560
Hate Speech Analysis and Moderation on Twitter Data Using BERT and Ensemble Techniques Sukriti Narang, Sejal Karki, Suhani Chauhan, Keshav Garg and Surender Samant EasyChair Preprint 13799
Automated Tumor Detection in Medical Imaging Using Deep Learning Kayode Sheriffdeen EasyChair Preprint 13783
Evaluating ResNet Acrchtectures for Brain Tumor Classification Based on MRI Images Szymon Kruszyk, Damian Ledziński and Sandra Śmigiel EasyChair Preprint 13622
Thyroid Disease Classification Based on Blood Tests Using Machine Learning Techniques Michalina Sierko, Sandra Śmigiel and Damian Ledziński EasyChair Preprint 13616
NeuroFetalNet: Advancing Remote Electronic Fetal Monitoring with a New Dataset and Comparative Analysis of FHR and UCP Impact Black Sun, Jiaqi Zhao, Xinrong Miao, Yanqiao Wu and Min Fang EasyChair Preprint 13557
Analytics-Based Security System Performance Analysis Kristine Wau, Wana Yumini and Dedy Hartama EasyChair Preprint 13165
Automated Fabric Defect Detection Pushpanjali Sajjanshetti, Chaitanya Patil, Marshal Naik, Ganesh Waghmare and Sudarshan Gaikwad EasyChair Preprint 12723
IDRF: an Improved Dynamic Random Forest Approach for Blockchain Time Series Data Classification Ahmed Faris Alsayyad, Mohamed Mabrouk, Ahmed Al-Shammari and Mounir Zrigui EasyChair Preprint 12525
Enhancing Cybersecurity: Leveraging Ensemble Learning for Effective Malware Detection and Classification Jonny Bairstow EasyChair Preprint 12034
Hyper Optimization Approach for Disease Classification Amal Ali EasyChair Preprint 11835
A Quantum Convolutional Network: a Comprehensive Review Amal Ali EasyChair Preprint 11834
Classification of Spatiotemporal Features of Time Series in Post-Fatigue Gait Rodrigo Gomide, Eduardo Mesquita, Guilherme Villa and Marcus Vieira EasyChair Preprint 11329
The Effect of Fully Connected Layers in Different CNN Architectures for Lung Cancer Analysis Zahia Benamara, Soraya Zehani and Athmane Zitouni EasyChair Preprint 11293
Classification of Decision Support Systems for Cybersecurity Marin Francois, Pierre-Emmanuel Arduin and Myriam Merad EasyChair Preprint 10869
1DCNN-TRSNet: a Hybrid End-to-End Arrhythmia Classification Deep Network Based on Transformer Yongtao Chen, Sen Qiu, Zhelong Wang and Hongyu Zhao EasyChair Preprint 10865
Breast Cancer Classification Using Logistic Regression V Viswanatha, A.C Ramachandra, Avinash Bhagat and Shashank Shekhar EasyChair Preprint 10683
3D UAS-SfM Point Cloud Classification in Urban Terrestrial Environment Simiso Ntuli, Angus Forbes, Mayshree Singh and Mulemwa Akombelwa EasyChair Preprint 10655
Traffic Density Monitoring Using Tensorflow Akshantula Neha, M Raghavi, M Madhurashree, M M Ranjitha and V K Annapurna EasyChair Preprint 10596
Aircraft Accident Prediction Using Machine Learning Classification Algorithms Rade Kačar, Darko Ćulibrk, Olja Čokorilo and Petar Mirosavljević EasyChair Preprint 10474
Ontology Driven Machine Learning Models for the Classification of Social Media Data: a Systematic Literature Review Admas Abtew, Dawit Demissie and Kula Kekeba EasyChair Preprint 10370
Diabetic Retinopathy Detection and Stage Classification Using Lenet-5 Architecture K Priyanka, C Ananya, M Gowrilatha, K Asma and Ankita Awanty EasyChair Preprint 10333
Toxic Speech Detection Samayamanthula Lokesh Kumar, Tummalapalli Sree Rama Vijay and M Baskar EasyChair Preprint 10192
Genuine Plane Symmetries Versus Pseudosymmetries in Two Crystal Patterns of Graphic Artwork Peter Moeck EasyChair Preprint 10089
Early Prediction of Cardio Vascular Diseases (CVD) Using Artificial Intelligence Technices Sharad Chand Bind, Pawan Kumar Pradhan and E Rajesh EasyChair Preprint 9953
Heart Disease Prediction Using Data Mining Techniques Niraj Upadhayaya and Tejaswini Juluri EasyChair Preprint 9772
Analysis of Machine Learning Algorithms for Alzheimer’s Disease Classification and Prediction Dhwani Modi and Pushpendra Singh Sisodia EasyChair Preprint 9756
Analysis of Diabetic Retinopathy Segmentation and Classifications Rayudu Prasanthi, Rajyalakshmi Uppada and B.Leela Kumari EasyChair Preprint 9703
Electricity Theft Detection Using Machine Learning Prof. Shubham R. Bhandari, Anuja Kulkarni, Ruchika Zodage and Purva Sutar EasyChair Preprint 9676
A Hydroelectric Power Plant Brief: Classification and Application of Artifactual Intelligence Ghazanfar Shahgholian, Majid Moazzami, Sayed Mohammadali Zanjani, Amir Mosavi and Arman Fathollahi EasyChair Preprint 9664
Multimodal Classification in E-Commerce: a Systematic Review Karan Mehta, Yuvraj Maroo, Ria Lele and Pragati Khare EasyChair Preprint 9469
Detection of Melanoma Skin Cancer in Early Stages Using CNN Classification Rupali Awhad, Dinesh Barode and Seema Kawathekar EasyChair Preprint 9065
Using Decision Tree and Naive Bayes to Predict Kidney Stones Disease Samer Nofal and Rana Nidal EasyChair Preprint 8855
Recognition of Aquatic Invasive Species Larvae Using Autoencoder-based Feature Averaging Shaif Chowdhury and Greg Hamerly EasyChair Preprint 8789
Feature Selection and Imbalanced Data Problem Solving in Classification of Banking Fraud Prevention Rachatawan Virakul and Kitsana Waiyamai EasyChair Preprint 8776
Image Classification Using Machine Learning and Deep Learning Model K R Sinchana and Suman R Kunte EasyChair Preprint 8118
Email Spam Classification Using Machine Learning Naman Airan and Purushottam Lal Bhari EasyChair Preprint 7908
It's All in the Name: Entity Typing Using Multilingual Language Models Russa Biswas, Yiyi Chen, Heiko Paulheim, Harald Sack and Mehwish Alam EasyChair Preprint 7809
GL-LSTM Model for Multi Label Text Classification of Cardiovascular Disease Reports Rim Chaib, Nabiha Azizi, Didier Schwab, Ibtissem Gasmi and Amira Chaib EasyChair Preprint 7804
Statistical Modeling of Mystical Concepts in Khaghani’s Divan Using Text Mining Ming-Ming Yin, Mohammad Reza Mahmoudi and Ali Abbasalizadeh EasyChair Preprint 7771
Air Quality Prediction and Monitoring Using Machine Learning Algorithm and IOT Hrishikesh Sonar, Vaibhavkumar Kagne and Vivek Khalane EasyChair Preprint 7575
Constructing Multiple Layers of Machine Learning for the Early Detection of Cardiovascular Diseases Hao-Yun Hsieh, Chang-Fu Su and Shu-I Chiu EasyChair Preprint 7470
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
Fruit Recognition and Classification Using Deep Learning (Case Study Date Plant) Maryam Talkhabi, Mahboobeh Shamsi and Majid Aghaei EasyChair Preprint 7292
Proactive Student Persistence Prediction in MOOCs via Multi-Domain Adversarial Learning Sreyasee Das Bhattacharjee and Junsong Yuan EasyChair Preprint 7024
A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification Ezra Fielding, Clement Nyirenda and Mattia Vaccari EasyChair Preprint 6999
Segmentation Quality Evaluation Algorithm Based On Classification Ting Feng, Bo Peng, Zaid Al-Huda and Hao Jia EasyChair Preprint 6702
Subtype Classification in Primary Progressive Aphasia Using Operationalized Criteria Anja Staiger, Matthias L. Schroeter, Felix Müller-Sarnowski, Danièle Pino, Frank Regenbrecht, Theresa Rieger, Wolfram Ziegler and Janine Diehl-Schmid EasyChair Preprint 6525
Determine the Most Effective Machine Learning Technique for Detecting Phishing Websites Sm Mahamudul Hasan, Nirjas Mohammad Jakilim and Md Forhad Rabbi EasyChair Preprint 6497
A Review Paper for Security by Using Biometric Fusion Kumud Sachdeva EasyChair Preprint 6372
An Intelligent Approach to Identify the Date Palm Varieties Using Leaves and Fruits Neji Ines, Hamza Hammadi and Ejbali Ridha EasyChair Preprint 6323
Software Fault Prediction Using Classification Algorithm Pranita Ingale and Nilesh Alone EasyChair Preprint 6246
Projection of Employee Wages Shirisha Gangarapu, M. Raja Sekar and T. Sunil Kumar EasyChair Preprint 5960
Comparative Study and Detection of Diabetic Retinopathy in Retinal Images Using Computational Approach Godfrin Reethas and S Suganthi Devi EasyChair Preprint 5725
Comparison of Machine Learning Classifiers for Predicting Water Main Failure Mohammad Amini and Rebecca Dziedzic EasyChair Preprint 5579
A Computationally Inexpensive Way to Detect and Perform Segmentation on Morphed Images Using CNN Neeraj Kumar, Divya Singh, Himja Uppal and Stuti Mehla EasyChair Preprint 5569
Criticality of Leaf Disease Detection for Better Crop Yield Using Machine Learning Techniques V M Sindhu, V Ravi Kumar and N Poornima EasyChair Preprint 5454
Classification of Liver Diseases Using Intelligent Techniques Shreyansh Jain, Ritik Sharma and R. Rajkamal EasyChair Preprint 5451
Detection of Objects Through Hierarchical Version of Fast Region-Based Convolutional Neural Networks Arindam Chaudhuri EasyChair Preprint 5434
Ensemble Convolutional Neural Network for Robust Batik Classification Yufis Azhar, Moch Chamdani Mustaqim and Agus Eko Minarno EasyChair Preprint 5122
Hybridization of Fuzzy Min-Max Neural Networks with kNN for Enhanced Pattern Classification. Anil Kumar and P.S.V.S Sai Prasad EasyChair Preprint 5073
Online Tools for Processing and Classifying Multi and Hyperspectral Images: Overview and Opportunities Yuri K. Fernandes and Ronaldo M. da Costa EasyChair Preprint 5008
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
AutoMSC: Automatic Assignment of Mathematicas Subject Classification Labels Moritz Schubotz, Philipp Scharpf, Olaf Teschke, Andreas Kühnemund, Corinna Breitinger and Bela Gipp EasyChair Preprint 3975
Machine Learning Algorithms to Predict Potential Dropout in High-Schools Vaibhav Singh Makhloga, Kartikay Raheja, Rishabh Jain and Orijit Bhattacharya EasyChair Preprint 3920
Heuristic Approach Towards Covid -19: Big Data Analytics and Classification with Natural Language Procession. Sabyasachi Mohanty, Ritika Sharma, Mohit Saxena and Ankur Saxena EasyChair Preprint 3754
Early Detection of Diabetic Retinopathy Using Deep Convolutional Neural Network Aditya Mogha and K. Thirunavukkarasu EasyChair Preprint 3604
Data Mining Forecasting Oil and Gas Development Company Ltd. Share Prices Using Orange Muhammad Farooq Ishaq EasyChair Preprint 3588
Comparative Analysis of Classification Algorithm on Heart Disease Dataset Using WEKA Arslan Raza EasyChair Preprint 3504
Prediction of Anemia Disease Using Classification Methods Bathula Pavan Gowtham, Yendluri Hari Chandana, Sagar Yeruva, M. Sharada Varalakshmi, P. E. S. N. Krishna Prasad, Suman Jain, Allam Ravi Kumar Reddy, Saroja Kondaveeti and Padma Gunda EasyChair Preprint 3164
Multi-Disease Prediction and Classification Based on Medical History Abhishek Gupta and Kushagra Gupta EasyChair Preprint 3116
Study of Annotation Systems in E-business: Classification and Observation Charradi Nesrine, Anis Kalboussi and Ahmed Hadj Kacem EasyChair Preprint 2964
Research on the Classification of Smart Learning Environment Based on Different Development Areas Yingxin Ruan EasyChair Preprint 2653
Deep Learning Algorithm and Their Applications in the Perception Problem Redouane Lhiadi EasyChair Preprint 2492
Analytical Survey - Transparency in Online Informative Technology Disheak Ahlawat, Divyansh Khare, Divyanshi Tyagi, Gaurav Yadav, Mansi Panwar and Vinod Kumar EasyChair Preprint 2491
A Review of Website Phishing Attack Detection Methods Abdul Basit, Maham Zafar and Zunera Jalil EasyChair Preprint 2461
Efficient Ranked Multi-Keyword Search using Machine Learning Algorithms Namdeo Kedare and Chaitanya Mankar EasyChair Preprint 2429
Predictive Models of HIV/AIDS Epidemic Status using Data Mining Techniques: A Review Daniel Mesafint and D.H. Manjaiah EasyChair Preprint 2279
Exploring Feature Selection Technique in Detecting Sybil Accounts in a Social Network Shradha Sharma and Manu Sood EasyChair Preprint 2240
A Comparative assessment of Data Mining Algorithms to predict fraudulent firms Harshit Monish and Avinash Chandra Pandey EasyChair Preprint 2192
Detection of Myocardial Ischaemia based on Artificial Neural Networks and Skin Sympathetic Nerve Activity Merve Begüm Terzi, Makbule Kübra Korkmaz, Orhan Arıkan, Salih Topal and Adnan Abaci EasyChair Preprint 2165
Examining International Students' Satisfaction at UK Universities Maha Albalushi and Fairouz Kamareddine EasyChair Preprint 1727
Machine Intelligence for the Detection of Plant Diseases Using Image Processing Liba Manopriya J, Arockia Jansi Rani and M.Asha Paul EasyChair Preprint 1634
Prediction of Diabetes Disease Using Data Mining and Deep Learning Techniques Tharak Roopesh, Asadi Srinivasulu and K.S. Kannan EasyChair Preprint 1608
Predicting Cancer Disease Using KNN, J48 and Logistic Regression algorithm. Ariful Islam Bhuiyan, Tajul Islam, Taufik Akunjee, Rafiqul Islam and Md. Hashikul Islam EasyChair Preprint 1538
Application of Auto-Encoder for Time Series Classification with Class Imbalance Yi-Ching Yeh and Chia-Yu Hsu EasyChair Preprint 1471
Airborne Particle Classification in LiDAR Point Clouds Using Deep Learning Leo Stanislas, Julian Nubert, Daniel Dugas, Julia Nitsch, Niko Sünderhauf, Roland Siegwart, Cesar Cadena and Thierry Peynot EasyChair Preprint 1443
City reconstruction from airborne LiDAR : a computational geometry approach Jean-Philippe Bauchet and Florent Lafarge EasyChair Preprint 1293
Support Vector Machine with Graphical Network Structures in Features Wenqing He, Grace Yi and Li-Pang Chen EasyChair Preprint 1277
Speech-based Automatic Recognition Technology for Major Depression Disorder Zhixin Yang, Hualiang Li, Li Li, Kai Zhang, Chaolin Xiong and Yuzhong Liu EasyChair Preprint 1190
Novel Deep Learning Architectures: Classification Accuracy Improvement Rama Murthy Garimella and Inthiyaz Basha Kattubadi EasyChair Preprint 1110
Discovering the Inter-species Interaction among Microorganisms Based on Iterative Random Forest Algorithm Xinzhe Pang and Xingpeng Jiang EasyChair Preprint 1016
Automated Examination Grading Using Deep Learning Categorization Techniques Lehan Yang EasyChair Preprint 857
A Revisit to Clustering Techniques with its Application in Agriculture Sector Vyoma Srivastava, Dr. K. K. Aggarwal and Abhay Kumar Srivastava EasyChair Preprint 793
Linguistic Features to Identify Extreme Opinions: An Empirical Study Sattam Almatarneh and Pablo Gamallo EasyChair Preprint 619
CNN-based Classification of Illustrator Style in Graphic Novels: Which Features Contribute Most? Jochen Laubrock and David Dubray EasyChair Preprint 557
Classification based on Associations (CBA) - a performance analysis Jiří Filip and Tomáš Kliegr EasyChair Preprint 501
Arabic Text Classification Using Linear Discriminant Analysis Fawaz Al-Anzi and Dia Abuzeina EasyChair Preprint 75
Exploring the Effectiveness of Various Machine Learning Models in Analyzing Sentiment from Twitter Data Jishnu Prakash Kurukkat, Liz Maria Liyons, Anaswer Ajay, Akshaj Vadakkath Joshy and Sarath Sasidharan In:Proceedings of 6th International Conference on Smart Systems and Inventive Technology
An Analysis of Performance and Dataset Dynamics in the Early Detection of Cardiovascular Diseases Kartikaaditya Sirigeri, Divya Teja Reddy Tadi, Sahukar Reshmi Panda, Sanjay Vardhan Padala and Sarath S In:Proceedings of 6th International Conference on Smart Systems and Inventive Technology
A Possibilistic Fuzzy Approach for Novelty Detection with Automatically Adjusted Number of Clusters Shakhnaz Akhmedova, Vladimir Stanovov, Eugene Semenkin and Sophia Vishnevskaya In:Proceedings of 11th International Congress on Advanced Applied Informatics
EMG-Based Feature Extraction and Classification for Prosthetic Hand Control Reza Bagherian Azhiri, Mohammad Esmaeili and Mehrdad Nourani In:Proceedings of 14th International Conference on Bioinformatics and Computational Biology
Towards Automated Tissue Classification for Markerless Orthopaedic Robotic Assistance Stephen Laws, Spyridon Souipas, Brian Davies and Ferdinando Rodriguez Y Baena In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Pavement Crack Detection Using Convolutional Neural Network Alaa Sheta, Hamza Turabieh, Sultan Aljahdali and Abdulaziz Alangari In:Proceedings of 35th International Conference on Computers and Their Applications
A Study of Machine Learning Algorithms on Email Spam Classification N Sutta, Z Liu and X Zhang In:Proceedings of 35th International Conference on Computers and Their Applications
Machine Learning as an Efficient Diagnostic Tool for Fault Detection and Localization in Solar Photovoltaic Arrays Masoud Alajmi, Sultan Aljahdali, Sultan Alsaheel, Mohammed Fattah and Mohammed Alshehri In:Proceedings of 32nd International Conference on Computer Applications in Industry and Engineering
Object-Based Image Analysis Technique for Gully Mapping Using Topographic Data at Very High Resolution (VHR) Antonio Francipane, Francesca Mussomè, Giuseppe Cipolla and Leonardo Noto In:HIC 2018. 13th International Conference on Hydroinformatics
Flower Classification using Texture and Color Features Riddhi Shaparia, Narendra Patel and Zankhana Shah In:ICRISET2017. International Conference on Research and Innovations in Science, Engineering and Technology. Selected Papers in Computing
Towards an Information-Theoretic Approach to Population Structure Omri Tal In:Turing-100. The Alan Turing Centenary