An enhanced gated recurrent unit with auto-encoder for solving text classification problems

Classification has become an important task for categorizing documents automatically based on their respective groups. Gated Recurrent Unit (GRU) is a type of Recurrent Neural Networks (RNNs), and a deep learning algorithm that contains update gate and reset gate. It is considered as one of the m...

書誌詳細
第一著者:	Zulqarnain, Muhammad
フォーマット:	学位論文
言語:	英語英語英語
出版事項:	2020
主題:	QA75 Electronic computers. Computer science T Technology (General)
オンライン･アクセス:	http://eprints.uthm.edu.my/4928/
Abstract	Abstract here

類似資料

Generic DNA encoding design scheme to solve combinatorial problems
著者:: Rofilde, Hasudungan
出版事項: (2015)

An Enhanced Distribution Transforming Encoder (Dte) Of The Honey Encryption Scheme For Reinforcing Text-Based Encryption
著者:: Omolara, Abiodun Esther
出版事項: (2020)

Development of Hybrid Convolutional Neural Network and Auto-Regressive Integrated Moving Average for Skin Cancer Classification
著者:: KA CHIN, CHEE
出版事項: (2022)

Partial examination assignment approaches for solving examination timetabling problems
著者:: Mandal, Ashis Kumar
出版事項: (2016)

Modeling a problem solving approach through computational thinking for teaching programming / Zebel Al Tareq
著者:: Zebel , Al Tareq
出版事項: (2021)

A sequential handwriting recognition model based on a dynamically configurable convolution recurrent neural network and hybrid salp swarm algorithm
著者:: Ahmed Ali Mohammed, Al-saffar
出版事項: (2024)

Enhancement Of Manchester Encoding Technique By Combining IT With A Hash Function
著者:: Hamarsheh, Mu'taz M. N.
出版事項: (2008)

Modified word representation vector based scalar weight for contextual text classification
著者:: Abbas Saliimi, Lokman
出版事項: (2024)

Approach for solving active perturbation attack problem in stepping stone detection.
著者:: Omar, Mohd Nizam
出版事項: (2011)

Short Text Classification Using An Enhanced Term Weighting Scheme And Filter-Wrapper Feature Selection
著者:: Alsmadi, Issa Mohammad Ibrahim
出版事項: (2018)

Gated recurrent unit for low power wake-word detection
著者:: Chin, Jian Qee
出版事項: (2025)

Investigation of evolutionary multi-objective algorithms in solving view selection problem / Seyed Hamid Talebian
著者:: Talebian, Seyed Hamid
出版事項: (2013)

Studies on flat CORDIC implementation in field programmable gate arrays (FPGA) / Meera Subramaniam
著者:: Meera , Subramaniam
出版事項: (2004)

Network problems detection and classification by analyzing syslog data
著者:: Jarghon, Fidaa A. M.
出版事項: (2016)

Fuzzy- logic multi-agent system for solving course time tabling problems
著者:: Tan, Li June
出版事項: (2020)

Effects Of Problem-Solving Strategies On Achievement And Motivation In Learning Chemistry In A Social Network Environment
著者:: Tan, Hong Looi
出版事項: (2016)

Solving ump examination timetabling problem using dynamic exploration step counting hill climbing algorithm
著者:: Chang, Ling Shing
出版事項: (2022)

Spotting events in football videos with a combination of two-stream convolutional neural network and dilated recurrent neural network / Behzad Mahaseni
著者:: Behzad , Mahaseni
出版事項: (2021)

Enhanced Automated Framework For Cattle Tracking And Classification
著者:: Williams, Bello Rotimi
出版事項: (2022)

Enhanced and automated approaches for fish recognition and classification system
著者:: Samma, Ali Salem Ali
出版事項: (2011)

An enhancement of age and gender classification accuracy with hybrid handcrafted and deep features using hierarchical extreme learning machine / Mohammad Javidan Darugar
著者:: Mohammad Javidan , Darugar
出版事項: (2020)

A Real Time Visual Monitoring Module For Traffic Conditions Based On A Modified Auto-Associative Memory
著者:: Kareem, Emad Issa Abdul
出版事項: (2012)

Hybridization Of Optimized Support Vector Machine And Artificial Neural Network For The Diabetic Retinopathy Classification Problem
著者:: Kader, Nur Izzati Ab
出版事項: (2019)

Multi-step time series prediction using recurrent kernel online sequential extreme learning machine / Liu Zongying
著者:: Liu , Zongying
出版事項: (2019)

Enhanced Techniques For Detection And Classification Of Neighbor Discovery Protocol Anomalies
著者:: Firas (M.H.) S., Najjar
出版事項: (2016)

Contour-KNN Brahmi Segmentation (CKBS) and Two-Phase Enhanced Brahmi Recognition (TREBR) Methods for Automatic Brahmi Texts Labelling
著者:: Neha, Gautam
出版事項: (2024)

Cyber parental control framework for objectionable web content classification and filtering based on topic modelling using enhanced latent dirichlet allocation / Hamza H. M. Altarturi
著者:: Hamza H. M. , Altarturi
出版事項: (2023)

Priority and dynamic quantum time algorithms for central processing unit scheduling
著者:: Mohammed, Maysoon A.
出版事項: (2018)

Identification of Image Features for Skin Burn Depth Classification
著者:: Kuan, Pei Nei
出版事項: (2018)

Computerised Multi-Objective Faculty Exam Timetabling Problem
著者:: Phang, Min Hui
出版事項: (2019)

Modern fuzzy min max neural networks for pattern classification
著者:: Al Sayaydeh, Osama Nayel Ahmad
出版事項: (2019)

Malaysia Ethnicity-based Facial Expression Classification and Emotion Mapping
著者:: Izzah Nilamsyukriyah, Buang
出版事項: (2021)

Iban Plaited Mat Motif Classification using Adaptive Smoothing
著者:: Silvia, Joseph
出版事項: (2024)

Geometric Feature Extraction for Identification and Classification of the Overlapping Cells for Leukaemia
著者:: Kiu, Siew Ming
出版事項: (2018)

Piper nigrum Classification using Artificial Bee Colony Algorithm
著者:: Siti Hazemah, binti Hassan
出版事項: (2018)

An Improved K-Nearest Neighbors Approach Using Modified Term Weighting And Similarity Coefficient For Text Classification
著者:: Kadhim, Ammar Ismael
出版事項: (2016)

Vehicle routing problem using genetic algorithm / Shamini Nagaratnam
著者:: Shamini , Nagaratnam
出版事項: (2006)

Nomadic people optimizer (NPO) for large-scale optimization problems
著者:: Mohamd Salih, Sinan Qahtan
出版事項: (2019)

An enhanced fully automatic ventricular heartbeat classification inspired by cyclic echo state networks / Qurat-Ul-Ain Mastoi
著者:: Qurat-Ul-Ain , Mastoi
出版事項: (2022)

An interpretable fuzzy-ensemble method for classification and data analysis / Adel Lahsasna
著者:: Adel, Lahsasna
出版事項: (2016)