WEB PAGE CLASSIFICATION WITH DEEP LEARNING METHODS

WEB PAGE CLASSIFICATION WITH DEEP LEARNING METHODS

Today, millions of websites on the Internet are widely used to access information. For effective use of web pages with increasing numbers every day, they need to be well classified. In this study, binary and multi-class classification models have been created which can classify web pages with high a...

Full description

Bibliographic Details
Main Authors:	Mehmet Salih Kurt, Eylem Yücel Demirel
Format:	Article
Language:	English
Published:	Bursa Uludag University 2022-04-01
Series:	Uludağ University Journal of The Faculty of Engineering
Subjects:	web page classification deep learning cnn lstm gru web sayfası sınıflandırma derin öğrenme
Online Access:	https://dergipark.org.tr/tr/download/article-file/1617495

Similar Items

Dissolved Oxygen Forecasting for Lake Erie’s Central Basin Using Hybrid Long Short-Term Memory and Gated Recurrent Unit Networks
by: Daiwei Pan, et al.
Published: (2024-02-01)

Wireless Traffic Usage Forecasting Using Real Enterprise Network Data: Analysis and Methods
by: Su P. Sone, et al.
Published: (2020-01-01)

Derin Öğrenme Teknikleri ile Bazı Üzüm Çeşitlerinin Tespiti
by: İsmail Terzi, et al.
Published: (2023-01-01)

Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals
by: Bishwajit Roy, et al.
Published: (2023-06-01)

Applying Hybrid Lstm-Gru Model Based on Heterogeneous Data Sources for Traffic Speed Prediction in Urban Areas
by: Noureen Zafar, et al.
Published: (2022-04-01)

Forecasting the direction of daily changes in the India VIX index using deep learning
by: Akhilesh Prasad, et al.
Published: (2023-06-01)

A Blockchain-Based Deep-Learning-Driven Architecture for Quality Routing in Wireless Sensor Networks
by: Zahoor Ali Khan, et al.
Published: (2023-01-01)

A New Stock Price Forecasting Method Using Active Deep Learning Approach
by: Khalid Alkhatib, et al.
Published: (2022-06-01)

A New Stock Price Forecasting Method Using Active Deep Learning Approach
by: Khalid Alkhatib, et al.
Published: (2022-05-01)

Water Quality Prediction for Smart Aquaculture Using Hybrid Deep Learning Models
by: K. P. Rasheed Abdul Haq, et al.
Published: (2022-01-01)

Deep-Learning-based Cryptanalysis through Topic Modeling
by: Kishore Kumar, et al.
Published: (2024-02-01)

Deep BLSTM-GRU Model for Monthly Rainfall Prediction: A Case Study of Simtokha, Bhutan
by: Manoj Chhetri, et al.
Published: (2020-09-01)

Performance Evaluation of Deep Learning Based Network Intrusion Detection System across Multiple Balanced and Imbalanced Datasets
by: Azizjon Meliboev, et al.
Published: (2022-02-01)

Deep-SDM: A Unified Computational Framework for Sequential Data Modeling Using Deep Learning Models
by: Nawa Raj Pokhrel, et al.
Published: (2024-02-01)

Applying Eye Tracking with Deep Learning Techniques for Early-Stage Detection of Autism Spectrum Disorders
by: Zeyad A. T. Ahmed, et al.
Published: (2023-11-01)

A Deep Learning Framework for Driving Behavior Identification on In-Vehicle CAN-BUS Sensor Data
by: Jun Zhang, et al.
Published: (2019-03-01)

Advancing Phishing Email Detection: A Comparative Study of Deep Learning Models
by: Najwa Altwaijry, et al.
Published: (2024-03-01)

Comparison of machine learning and deep learning techniques for the prediction of air pollution: a case study from China
by: Ishan Ayus, et al.
Published: (2023-05-01)

Predicting NEPSE index price using deep learning models
by: Nawa Raj Pokhrel, et al.
Published: (2022-09-01)

LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic
by: Trung Xuan Pham, et al.
Published: (2022-01-01)

Prediction of monthly average and extreme atmospheric temperatures in Zhengzhou based on artificial neural network and deep learning models
by: Qingchun Guo, et al.
Published: (2023-12-01)

Classification of Human and Vehicles with The Deep Learning Based on Transfer Learning Method
by: Enes Cengiz, et al.
Published: (2021-05-01)

Peak Electrical Energy Consumption Prediction by ARIMA, LSTM, GRU, ARIMA-LSTM and ARIMA-GRU Approaches
by: Agbessi Akuété Pierre, et al.
Published: (2023-06-01)

Enhancing Privacy-Preserving Intrusion Detection in Blockchain-Based Networks with Deep Learning
by: Junzhou Li, et al.
Published: (2023-08-01)

New Hybrid Deep Learning Approach Using BiGRU-BiLSTM and Multilayered Dilated CNN to Detect Arrhythmia
by: Md Shofiqul Islam, et al.
Published: (2022-01-01)

Deep Learning Peephole LSTM Neural Network-Based Channel State Estimators for OFDM 5G and Beyond Networks
by: Mohamed Hassan Essai Ali, et al.
Published: (2023-08-01)

Comprehensive Analysis for Long-Term Hydrological Simulation by Deep Learning Techniques and Remote Sensing
by: Chaowei Xu, et al.
Published: (2022-04-01)

A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting
by: Muhammad Sajjad, et al.
Published: (2020-01-01)

Comparative Analysis of Performance between Multimodal Implementation of Chatbot Based on News Classification Data Using Categories
by: Prasnurzaki Anki, et al.
Published: (2021-11-01)

Breast Cancer Prediction Using Stacked GRU-LSTM-BRNN
by: Dutta Shawni, et al.
Published: (2020-12-01)

Robotik Hasat Sistemlerinde Kullanılmak Amacıyla Lahana ve Brokolinin Derin Öğrenme Metodu ile Sınıflandırılması
by: Erhan Kahya, et al.
Published: (2023-09-01)

Improving the forecasting accuracy of monthly runoff time series of the Brahmani River in India using a hybrid deep learning model
by: Sonali Swagatika, et al.
Published: (2024-01-01)

Görüntü Kazıma Yoluyla Oluşturulan Örnek Veri Kümesinin Evrişimsel Sinir Ağı Tabanlı Görüntü Sınıflama Üzerine Etkisinin İncelenmesi
by: Tolga Hayıt
Published: (2023-07-01)

PREDICTING MEDICINE DEMAND USING DEEP LEARNING TECHNIQUES
by: Bashaer Abdurahman Mousa, et al.
Published: (2023-09-01)

Context-Based Fake News Detection Model Relying on Deep Learning Models
by: Eslam Amer, et al.
Published: (2022-04-01)

Automated identification of gastric cancer in endoscopic images by a deep learning model
by: C. Jasphin, et al.
Published: (2024-04-01)

Detecting cyberbullying using deep learning techniques: a pre-trained glove and focal loss technique
by: Amr Mohamed El Koshiry, et al.
Published: (2024-03-01)

Abusive Language Detection in Urdu Text: Leveraging Deep Learning and Attention Mechanism
by: Atif Khan, et al.
Published: (2024-01-01)

Yapay Sinir Ağları ile Web İçeriklerini Sınıflandırma / Web Content Classification Using Artificial Neural Networks
by: Esra Nergis Güven, et al.
Published: (2008-04-01)

Violence region localization in video and the school violent actions classification
by: Ngo Duong Ha, et al.
Published: (2023-10-01)