A hidden Markov model based procedure for identifying household electric loads
- Tehseen Zia, D. Bruckner, Adeel Zaidi
- EngineeringAnnual Conference of the IEEE Industrial…
- 1 November 2011
In automated energy management systems, to make instantaneous decisions based on the appliance status information, continuous data access is a key requirement. With the advances in sensor and…
Robust fingerprint classification with Bayesian convolutional networks
- Tehseen Zia, M. Ghafoor, Syed Ali Tariq, I. Taj
- Computer ScienceIET Image Processing
- 20 June 2019
The primary goal of this study is to improve the efficacy of the fingerprint classification by dealing with false positives by employing Bayesian model uncertainty.
Uncertainty Assisted Robust Tuberculosis Identification With Bayesian Convolutional Neural Networks
- Zain Ul Abideen, M. Ghafoor, Asma Zahra
- Computer ScienceIEEE Access
- 28 January 2020
Results prove the supremacy of B-CNN for the identification of TB and non-TB sample CXRs as compared to counterparts in terms of accuracy, variance in the predicted probabilities and model uncertainty.
Long short-term memory recurrent neural network architectures for Urdu acoustic modeling
- Tehseen Zia, Usman Zahid
- Computer ScienceInternational Journal of Speech Technology
- 8 November 2018
LSTM architectures were compared with gated recurrent unit (GRU) based architectures and it was found that LSTM has an advantage over GRU.
Load recognition for automated demand response in microgrids
- Adeel Zaidi, F. Kupzog, Tehseen Zia, P. Palensky
- EngineeringAnnual Conference of the IEEE Industrial…
- 23 December 2010
Microgrids are well-suited for electrification of remote off-grid areas. This paper sketches the concept of a plug-and-play microgrid with a minimum of configuration effort needed for setup. When the…
Predicting The Cricket Match Outcome Using Crowd Opinions On Social Networks: A Comparative Study Of Machine Learning Methods
- R. Mustafa, M. Nawaz, M. I. Lali, Tehseen Zia, W. Mehmood
- Computer Science
- 1 March 2017
Attempts are made to investigate the feasibility of using collective knowledge obtained from microposts posted on Twitter to predict the winner of a Cricket match to classify winning team prediction in a Cricket game before the start of game.
Face recognition with Bayesian convolutional networks for robust surveillance systems
- U. Zafar, M. Ghafoor, Abdullahi Mohamud Sharif
- Computer ScienceEURASIP Journal on Image and Video Processing
- 11 January 2019
This paper aims to improve the efficacy of face recognition systems by dealing with false positives through employing model uncertainty, and results of experimentations on open-source datasets show that 3–4% of accuracy is improved with model uncertainty over the DCNNs and conventional machine learning techniques.
Multi-view Convolutional Recurrent Neural Networks for Lung Cancer Nodule Identification
- Mian Muhammad Naeem Abid, Tehseen Zia, M. Ghafoor, David Windridge
- Computer ScienceNeurocomputing
- 23 January 2021
A study of comparative analysis of regression algorithms for reusability evaluation of object oriented based software components
- Syeda Iffat Zahara, Muhammad Ilyas, Tehseen Zia
- Computer ScienceInternational Conference on Open Source Systems…
- 1 December 2013
“Standard instance-based learning IBk with no distance weighting” is found to be the best regression algorithm for reusability evaluation of Object Oriented software components using CK metrics.
Automatic electric load identification in self-configuring microgrids
- F. Kupzog, Tehseen Zia, Adeel Zaidi
- EngineeringIEEE Region 8 Conference AFRICON
- 3 November 2009
A microgrid is the power system of choice for the electrification of rural areas in developing countries. It should be able to adapt to changing load situations without the need for specialists to…
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