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Ashraf Ullah
Publication Activity (10 Years)
Years Active: 2014-2022
Publications (10 Years): 12
Top Topics
Feature Extraction And Classification
Dimensional Vector
Load Forecasting
Neural Network
Top Venues
CISIS
IEEE Access
Wirel. Commun. Mob. Comput.
IMIS
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Publications
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Ashraf Ullah
,
Nadeem Javaid
,
Muhammad Asif
,
Muhammad Umar Javed
,
Adamu Sani Yahaya
AlexNet, AdaBoost and Artificial Bee Colony Based Hybrid Model for Electricity Theft Detection in Smart Grids.
IEEE Access
10 (2022)
Ashraf Ullah
,
Nadeem Javaid
,
Muhammad Umar Javed
,
Pamir
,
Byung-Seo Kim
,
Saeed Ali Bahaj
Adaptive Data Balancing Method Using Stacking Ensemble Model and Its Application to Non-Technical Loss Detection in Smart Grids.
IEEE Access
10 (2022)
Muhammad Asif
,
Ashraf Ullah
,
Shoaib Munawar
,
Benish Kabir
,
Pamir
,
Adil Khan
,
Nadeem Javaid
Alexnet-Adaboost-ABC Based Hybrid Neural Network for Electricity Theft Detection in Smart Grids.
CISIS
(2021)
Ashraf Ullah
,
Nadeem Javaid
,
Adamu Sani Yahaya
,
Tanzeela Sultana
,
Fahad Ahmad Al-Zahrani
,
Fawad Zaman
A Hybrid Deep Neural Network for Electricity Theft Detection Using Intelligent Antenna-Based Smart Meters.
Wirel. Commun. Mob. Comput.
2021 (2021)
Benish Kabir
,
Pamir
,
Ashraf Ullah
,
Shoaib Munawar
,
Muhammad Asif
,
Nadeem Javaid
Detection of Non-Technical Losses Using MLP-GRU Based Neural Network to Secure Smart Grids.
CISIS
(2021)
Shoaib Munawar
,
Muhammad Asif
,
Beenish Kabir
,
Pamir
,
Ashraf Ullah
,
Nadeem Javaid
Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model.
CISIS
(2021)
Muhammad Asif
,
Benish Kabir
,
Pamir
,
Ashraf Ullah
,
Shoaib Munawar
,
Nadeem Javaid
Towards Energy Efficient Smart Grids: Data Augmentation Through BiWGAN, Feature Extraction and Classification Using Hybrid 2DCNN and BiLSTM.
IMIS
(2021)
Pamir
,
Ashraf Ullah
,
Shoaib Munawar
,
Muhammad Asif
,
Benish Kabir
,
Nadeem Javaid
Synthetic Theft Attacks Implementation for Data Balancing and a Gated Recurrent Unit Based Electricity Theft Detection in Smart Grids.
CISIS
(2021)
Ashraf Ullah
,
Nadeem Javaid
,
Omaji Samuel
,
Muhammad Imran
,
Muhammad Shoaib
CNN and GRU based Deep Neural Network for Electricity Theft Detection to Secure Smart Grid.
IWCMC
(2020)
Nazia Daood
,
Zahoor Ali Khan
,
Ashraf Ullah
,
Muhammad Jaffar Khan
,
Muhammad Adil
,
Nadeem Javaid
Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid.
AINA Workshops
(2020)
Abdul Mateen
,
Jawad Tanveer
,
Ashraf Ullah
,
Nasir Ali Khan
,
Mubariz Rehman
,
Nadeem Javaid
One Step Forward: Towards a Blockchain Based Trust Model for WSNs.
3PGCIC
(2019)
Rahim Ullah
,
Nadeem Javaid
,
Ghulam Hafeez
,
Salim Ullah
,
Fahad Ahmad
,
Ashraf Ullah
A Comparative Analysis of Neural Networks and Enhancement of ELM for Short Term Load Forecasting.
CISIS
(2019)
Khairullah Khan
,
Baharum Baharudin
,
Aurangzeb Khan
,
Ashraf Ullah
Mining opinion components from unstructured reviews: A review.
J. King Saud Univ. Comput. Inf. Sci.
26 (3) (2014)