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 Ghulam Muhammad

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Average citations per article1.87
Citation Count84
Publication count45
Publication years2010-2017
Available for download4
Average downloads per article202.25
Downloads (cumulative)809
Downloads (12 Months)177
Downloads (6 Weeks)26
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43 results found Export Results: bibtexendnoteacmrefcsv

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1
April 2017 Multimedia Tools and Applications: Volume 76 Issue 8, April 2017
Publisher: Kluwer Academic Publishers
Bibliometrics:
Citation Count: 0

The use of social networks has grown exponentially in recent years. The large amount of data available in these networks can be effectively utilized in many machine learning applications. This paper proposes a framework of an emotion recognition system that fetches huge amount of face images from the social networks ...
Keywords: Active learning, Cloud computing, Emotion recognition, Extreme learning machine, Social networks

2
January 2017 IEEE Communications Magazine: Volume 55 Issue 1, January 2017
Publisher: IEEE Press
Bibliometrics:
Citation Count: 1

The integration of the IoT and cloud technology is very important to have a better solution for an uninterrupted, secured, seamless, and ubiquitous framework. The complementary nature of the IoT and the could in terms of storage, processing, accessibility, security, service sharing, and components makes the convergence suitable for many ...

3
November 2016 Behaviour & Information Technology - Virtual reality in learning, collaboration and behaviour: content, systems, strategies, context designs: Volume 35 Issue 11, November 2016
Publisher: Taylor & Francis, Inc.
Bibliometrics:
Citation Count: 0

The effect of 2D and 3D educational content learning on memory has been studied using electroencephalography EEG brain signal. A hypothesis is set that the 3D materials are better than the 2D materials for learning and memory recall. To test the hypothesis, we proposed a classification system that will predict ...

4
October 2016 IEEE Wireless Communications: Volume 23 Issue 5, October 2016
Publisher: IEEE Press
Bibliometrics:
Citation Count: 3

The IoT is the next generation of innovation in the smart world, which has the potential to improve safety, security, and the quality of our daily lives through pervasive communication and computation. Currently, we have observed that a plethora of interconnected smartphones, devices, and sensors are deployed for providing personalized ...

5
October 2016 Mobile Networks and Applications: Volume 21 Issue 5, October 2016
Publisher: Springer-Verlag New York, Inc.
Bibliometrics:
Citation Count: 7

With the advent of future generation mobile communication technologies (5G), there is the potential to allow mobile users to have access to big data processing over different clouds and networks. The increasing numbers of mobile users come with additional expectations for personalized services (e.g., social networking, smart home, health monitoring) ...
Keywords: Big data, Emotion recognition, Weber local descriptor, 5G

6
July 2016 Computers and Electrical Engineering: Volume 53 Issue C, July 2016
Publisher: Pergamon Press, Inc.
Bibliometrics:
Citation Count: 0

Face recognition system using steerable pyramid transform and local binary pattern is proposed.Zero-norm minimization and local learning based algorithms are used for feature selection.99.28% accuracy was obtained in FERET database with fb set. This paper proposes a face recognition system based on a steerable pyramid transform (SPT) and local binary ...
Keywords: Face recognition, Local binary pattern, Steerable pyramid transform, e-Health

7
June 2016 Computer Networks: The International Journal of Computer and Telecommunications Networking: Volume 101 Issue C, June 2016
Publisher: Elsevier North-Holland, Inc.
Bibliometrics:
Citation Count: 10

The promising potential of the emerging Internet of Things (IoT) technologies for interconnected medical devices and sensors has played an important role in the next-generation healthcare industry for quality patient care. Because of the increasing number of elderly and disabled people, there is an urgent need for a real-time health ...
Keywords: ECG monitoring, Healthcare Industrial Internet of Things (HealthIIoT), Cloud-assisted system, IoT-driven healthcare, Signal watermarking

8 published by ACM
March 2016 ACM Transactions on Intelligent Systems and Technology (TIST) - Special Issue on Crowd in Intelligent Systems, Research Note/Short Paper and Regular Papers: Volume 7 Issue 4, July 2016
Publisher: ACM
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 14,   Downloads (12 Months): 128,   Downloads (Overall): 350

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Newly emerging location-based social media network services (LBSMNS) provide valuable resources to understand users’ behaviors based on their location histories. The location-based behaviors of a user are generally influenced by both user intrinsic interest and the location preference, and moreover are spatial-temporal context dependent. In this article, we propose a ...
Keywords: matrix factorization, topic model, Location recommendation

9
January 2016 Journal of Medical Systems: Volume 40 Issue 1, January 2016
Publisher: Plenum Press
Bibliometrics:
Citation Count: 1

Voice disorders are associated with irregular vibrations of vocal folds. Based on the source filter theory of speech production, these irregular vibrations can be detected in a non-invasive way by analyzing the speech signal. In this paper we present a multiband approach for the detection of voice disorders given that ...
Keywords: Fractal dimension, Wavelet transformation, Katz algorithm, MDVP parameters, Higuchi algorithm, Voice pathology detection

10
January 2016 International Journal of Distributed Sensor Networks - Special issue on Security, Privacy, and Applications in Mobile Healthcare: Volume 2015, January 2015
Publisher: Taylor & Francis, Inc.
Bibliometrics:
Citation Count: 0

Mobile healthcare in a cloud-based system increases the easiness and the ubiquitous nature of patient-doctor relationship. One of the major issues of this healthcare is secure transmission and data authenticity. If the data is not transmitted securely or not authenticated, the clients may face embarrassment. In this paper, we propose ...

11
January 2016 Computational Intelligence and Neuroscience: Volume 2016, January 2016
Publisher: Hindawi Limited
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 3,   Downloads (12 Months): 12,   Downloads (Overall): 12

Full text available: PDFPDF
We studied the impact of 2D and 3D educational contents on learning and memory recall using electroencephalography (EEG) brain signals. For this purpose, we adopted a classification approach that predicts true and false memories in case of both short term memory (STM) and long term memory (LTM) and helps to ...

12
January 2016 International Journal of Distributed Sensor Networks - Special issue on Sensor-Web Systems, Applications, and Services: Volume 2016, January 2016
Publisher: Taylor & Francis, Inc.
Bibliometrics:
Citation Count: 0

Accidents in inland waterways in developing countries are a regular phenomenon throughout the year causing deaths, injuries, monetary loss, and a significant amount of missing people. In consequence, a lot of families are losing their dear ones leading to much misery. The above context demands an intelligent, safe, and reliable ...

13
October 2015 Computers in Human Behavior: Volume 51 Issue PB, October 2015
Publisher: Elsevier Science Publishers B. V.
Bibliometrics:
Citation Count: 0

Annotation facility on slides from both students and educators are explored.Live broadcast of a lecture to multi-class is realized by real time mixture.Students are highly in favor of annotation facility.High internet speed is required for live broadcast using real time mixture. The availability of 3G and 4G technologies coupled with ...
Keywords: Smart learning, Enhanced engineering education, Smart class

14
July 2015 Multimedia Tools and Applications: Volume 74 Issue 14, July 2015
Publisher: Kluwer Academic Publishers
Bibliometrics:
Citation Count: 3

Speech is one of the important modalities in a serious game platform. Serious game can be very useful for the rehabilitation of individuals with voice disorders. Therefore, we need an efficient and high-performance automatic speech recognition (ASR) system. In this paper, we propose a spectro-temporal directional derivative (STDD) feature that ...
Keywords: Serious games, Automatic speech recognition, Spectro-temporal directional derivative (STDD), Voice disorder

15
June 2015 Mobile Networks and Applications: Volume 20 Issue 3, June 2015
Publisher: Springer-Verlag New York, Inc.
Bibliometrics:
Citation Count: 9

The increasing demand for the remote monitoring of patients combined with the promising potential of cloud computing has enabled the design and development of a number of cloud-based systems and services for healthcare. The cloud computing, in combination with the popularity of smart handheld devices, has inspired healthcare professionals to ...
Keywords: Face recognition, Elderly health monitoring, Cloud based healthcare, Speech recognition

16
June 2015 Cluster Computing: Volume 18 Issue 2, June 2015
Publisher: Kluwer Academic Publishers
Bibliometrics:
Citation Count: 8

Cloud computing brings several advantages such as flexibility, scalability, and ubiquity in terms of data acquisition, data storage, and data transmission. This can help remote healthcare among other applications in a great deal. This paper proposes a cloud based framework for speech enabling healthcare. In the proposed framework, the patients ...
Keywords: Automatic speech recognition, Healthcare, Interlaced derivative pattern, Cloud computing

17
October 2014 EMS '14: Proceedings of the 2014 European Modelling Symposium
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

This paper presents an automatic voice pathology detection using multiresolution technique, more specifically using Gabor wavelets. Gabor wavelets can extract information in various scales and orientations, and thereby can effectively encode distinguishable patterns of normal and pathological voice signals. First, the input voice is transformed to frequency domain using frame ...
Keywords: voice pathology detection, Gabor wavelet, PC, SVM

18
October 2014 EMS '14: Proceedings of the 2014 European Modelling Symposium
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

In this paper, we propose a system of automatically classifying different types of dates from their images. Different dates have various distinguished features that can be useful to recognize a particular date. These features include color, texture, and shape. In the proposed system, a color image of a date is ...
Keywords: dates classification, local binary pattern, Weber local descriptor, support vector machine

19
August 2014 CGIV '14: Proceedings of the 2014 11th International Conference on Computer Graphics, Imaging and Visualization
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

Gender recognition using facial images plays an important role in biometric technology. A key component of a gender recognition system is feature extraction. Motivated by the success of multiresolution techniques in various applications, we investigated four different feature extraction techniques based on Nonsubsampled Contourlet Transform (NSCT) to identify the best ...

20
May 2014 Machine Vision and Applications: Volume 25 Issue 4, May 2014
Publisher: Springer-Verlag New York, Inc.
Bibliometrics:
Citation Count: 6

In this paper, a novel image forgery detection method is proposed based on the steerable pyramid transform (SPT) and local binary pattern (LBP). First, given a color image, we transform it in the YCbCr color space and apply the SPT transform on chrominance channels Cb and Cr, yielding a number ...
Keywords: Local binary pattern, Image forgery detection, Image splicing, Steerable pyramid transform



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