• 247 Citations
  • 9 h-Index
20152020
If you made any changes in Pure these will be visible here soon.

Research Output 2015 2020

  • 247 Citations
  • 9 h-Index
  • 53 Conference paper
  • 26 Article
  • 5 Review article
  • 1 Special issue
2020

A novel enhanced softmax loss function for brain tumour detection using deep learning

Maharjan, S., Alsadoon, A., Prasad, P. W. C., Al-Dalain, T. & Alsadoon, O. H., 15 Jan 2020, In : Journal of Neuroscience Methods. 330, 108520.

Research output: Contribution to journalArticle

Brain Neoplasms
Learning
Sigmoid Colon
Neoplasms
2019
5 Citations (Scopus)
Knee prostheses
Augmented reality
Surgery
Knee
Subtraction Technique

A novel enhanced hybrid recursive algorithm: Image processing based augmented reality for gallbladder and uterus visualisation

Singh, T., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Venkata, H. S. & Alrubaie, A., 07 Dec 2019, In : Egyptian Informatics Journal.

Research output: Contribution to journalArticle

Open Access
Augmented reality
Liver
Image processing
Visualization
Surgery
Open Access
Augmented reality
Tumors
Visualization
Processing
Breast Neoplasms

A novel mixed reality in breast and constructive jaw surgical tele-presence

Venkata, H. S., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Haddad, S., Deva, A. & Hsu, J., Aug 2019, In : Computer Methods and Programs in Biomedicine. 177, p. 253-268 16 p.

Research output: Contribution to journalArticle

Jaw
Merging
Breast
Visualization
Hand
1 Citation (Scopus)

A novel modified undersampling (MUS) technique for software defect prediction

Lingden, P., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Ali, R. S. & Nguyen, V. T. Q., 18 Jul 2019, In : Computational Intelligence.

Research output: Contribution to journalArticle

Defects
Software
Prediction
Balancing
Decrease
Oral Surgery
Maxilla
Surgery
Communication
Recovery
11 Downloads (Pure)

A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification

Subedi, B., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Haddad, S. & Alrubaie, A., 01 Jan 2019, In : Health Informatics Journal. p. 1-24 24 p.

Research output: Contribution to journalArticle

Open Access
File
Cluster Analysis
Obesity
Hypertension
Health
Datasets
99 Downloads (Pure)

A novel secure patient data transmission through Wireless Body Area Network: Health tele-monitoring

Basnet, A., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Pham, L. & Elchouemi, A., Apr 2019, In : International Journal of Communication Networks and Information Security. 11, 1, p. 93-104 12 p.

Research output: Contribution to journalArticle

Open Access
File
Data communication systems
Cryptography
Health
Monitoring
Sensor nodes
Medical education
Bandwidth
Bandwidth compression
Time delay
Availability

A novel solution for a Wireless Body Sensor Network: Telehealth elderly people monitoring

Dhakal, R., Alsadoon, A., Prasad, P. W. C., Ali, R. S., Pham, L. & Elchouemi, A., 10 Dec 2019, In : Egyptian Informatics Journal.

Research output: Contribution to journalArticle

Open Access
Body sensor networks
Wireless sensor networks
Monitoring
Data communication systems
Sensors

A novel solution for real-time wireless networks: Telehealth psychological services in rural area

Luitel, P., Alsadoon, A., Prasad, P. W. C., Al-Janabi, S., Chapagain, B., Pham, L. & Hisham Alsadoon, O., 01 Jan 2019, (Accepted/In press) In : Transactions on Emerging Telecommunications Technologies. e3550.

Research output: Contribution to journalArticle

Wireless networks
Bandwidth
Packet loss
Signal to noise ratio
Costs

A systematic review: machine learning based recommendation systems for e-learning

Khanal, S. S., Prasad, P. W. C., Alsadoon, A. & Maag, A., 14 Dec 2019, In : Education and Information Technologies.

Research output: Contribution to journalArticle

electronic learning
learning
personalization
taxonomy
evaluation
28 Citations (Scopus)

Deep Learning for Aspect-Based Sentiment Analysis: A Comparative Review

Do, H. H., Prasad, P. W. C., Maag, A. & Alsadoon, A., 15 Mar 2019, In : Expert Systems with Applications. 118, p. 272-299 28 p.

Research output: Contribution to journalReview article

Syntactics
Semantics
Deep learning

Feature selection approach for Twitter sentiment analysis and text classification based on Chi-Square and Naïve Bayes

Paudel, S., Prasad, P. W. C., Alsadoon, A., Islam, M. R. & Elchouemi, A., 2019, International Conference on Applications and Techniques in Cyber Security and Intelligence ATCI 2018 - Applications and Techniques in Cyber Security and Intelligence. Atiquzzaman, M., Xu, Z., Abawajy, J., Choo, K-K. R. & Islam, R. (eds.). Springer-Verlag London Ltd., p. 281-298 18 p. (Advances in Intelligent Systems and Computing; vol. 842).

Research output: Book chapter/Published conference paperConference paper

Feature extraction
Classifiers
Communication
Experiments

Implementation of cryptography in steganography for enhanced security

Antonio, H., Prasad, P. W. C. & Alsadoon, A., Dec 2019, In : Multimedia Tools and Applications. 78, p. 32721-32734 13 p.

Research output: Contribution to journalArticle

Steganography
Cryptography
Computer systems
Image quality
Pixels

Object detection and recognition: using deep learning to assist the visually impaired

Bhandari, A., Prasad, P. W. C., Alsadoon, A. & Maag, A., 06 Nov 2019, In : Disability and Rehabilitation: Assistive Technology. 9 p.

Research output: Contribution to journalReview article

Object recognition
Learning systems
Learning
Taxonomies
Neural networks
8 Downloads (Pure)

Remote surgeon hand motion and occlusion removal in mixed reality in breast surgical telepresence: Rural and remote care

Shakya, K., Khanal, S., Alsadoon, A., Prasad, P. W. C., Hsu, J., Deva, A., Paul, M. & Elchouemic, A., 11 Jan 2019, In : American Journal of Applied Sciences. 15, 11, p. 497-509 13 p.

Research output: Contribution to journalReview article

Open Access
File
Surgery
Augmented reality
Merging
Virtual reality
Cameras

Sound detection technology and Heron's Law for secure monitoring system

Neupane, P., Alsadoon, A., Kadhm, M. S., Prasad, P. W. C., Paul, M., Elchouemi, A. & Singh, A. K., Feb 2019, Proceedings of the International Conference on Machine Learning, Big Data, Cloud and Parallel Computing: Trends, Prespectives and Prospects, COMITCon 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 531-537 7 p. 8862249. (Proceedings of the International Conference on Machine Learning, Big Data, Cloud and Parallel Computing: Trends, Prespectives and Prospects, COMITCon 2019).

Research output: Book chapter/Published conference paperConference paper

Acoustic waves
Monitoring
Monitoring system
Sensors
60 Downloads (Pure)

Text classification: Naïve bayes classifier with sentiment Lexicon

Le, C. C., Prasad, P. W. C., Alsadoon, A., Pham, L. & Elchouemi, A., 01 May 2019, In : IAENG International Journal of Computer Science. 46, 2, p. 141-148 8 p.

Research output: Contribution to journalArticle

Open Access
File
Glossaries
Classifiers
Linguistics
Learning systems
2018
19 Citations (Scopus)
606 Downloads (Pure)

An Emotion Recognition Model Based on Facial Recognition in Virtual Learning Environment

Yang, D., Alsadoon, A., Prasad, P. W. C., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In : Procedia Computer Science. 125, p. 2-10 9 p.

Research output: Contribution to journalArticle

Open Access
File
Students
Distance education
Classifiers
Edge detection
Feature extraction
1 Citation (Scopus)

A novel noise filtered and occlusion removal: navigational accuracy in augmented reality-based constructive jaw surgery

Basnet, B. R., Alsadoon, A., Withana, C., Deva, A. & Paul, M., Dec 2018, In : Oral and Maxillofacial Surgery. 22, 4, p. 385-401 23 p.

Research output: Contribution to journalArticle

Orthognathic Surgery
Jaw
Noise
Bone and Bones
Maxilla
9 Citations (Scopus)
Depth perception
Depth Perception
Oral Surgery
Augmented reality
Surgery
5 Downloads (Pure)
Open Access
File
Augmented reality
Blood vessels
Surgery
Operating rooms
Processing
13 Downloads (Pure)

A Weight Joint-Based Clustering (WJC) Method for Secure Monitoring System

Jin, Y., Alsadoon, A., Prasad, P. W. C., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In : Procedia Computer Science. 125, p. 640-646 7 p.

Research output: Contribution to journalReview article

Open Access
File
Monitoring
Sensors
Cameras
Processing
Costs
3 Citations (Scopus)

Bangla Sign Language recognition using convolutional neural network

Yasir, F., Prasad, P. W. C., Alsadoon, A., Elchouemi, A. & Sreedharan, S., 23 Apr 2018, Proceedings of the 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies: ICICICT 2017. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 49-53 5 p.

Research output: Book chapter/Published conference paperConference paper

Sign Language
Gesture
Neural Networks
End point
controllers
32 Downloads (Pure)

Bioinformatics Image Based Decision Support System for Bone Cancer Detection

Vallaboju, S., Prasad, P. W. C., Alsadoon, A., Paul, M. & Elchouemi, A., Jul 2018, In : Journal of Computers. 13, 7, p. 771-783 13 p.

Research output: Contribution to journalArticle

Open Access
File
Bioinformatics
Decision support systems
Eigenvalues and eigenfunctions
Bone
Image acquisition
2 Citations (Scopus)

Early detection of lung cancer using SVM classifier in biomedical image processing

Kaucha, D. P., Prasad, P. W. C., Alsadoon, A., Elchouemi, A. & Sreedharan, S., 20 Jun 2018, Proceedings of the IEEE International Conference on Power, Control, Signals and Instrumentation Engineering: ICPCSI 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 3143-3148 6 p. 582

Research output: Book chapter/Published conference paperConference paper

Medical image processing
Lung Cancer
classifiers
lungs
Support vector machines

Early stage oral cavity cancer detection: Anisotropic pre-processing and fuzzy C-means segmentation

Hu, Z., Alsadoon, A., Manoranjan, P., Prasad, P. W. C., Ali, S. & Elchouemic, A., 27 Feb 2018, Proceedings of the 2018 IEEE 8th Annual Computing and Communication Workshop and Conference. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 714-719 6 p.

Research output: Book chapter/Published conference paperConference paper

Tumors
Processing
Image quality
Tomography
Support vector machines
1 Citation (Scopus)
6 Downloads (Pure)

Elderly people fall detection system using skeleton tracking and recognition

Bansal, D., Alsadoon, A., Prasad, P. W. C., Paul, M. & Elchouemi, A., 07 Nov 2018, In : American Journal of Applied Sciences. 15, 9, p. 423-431 8 p.

Research output: Contribution to journalArticle

Open Access
File
Cameras
Color
Hot Temperature
Wearable sensors
13 Citations (Scopus)
Privacy
Health
Equipment and Supplies
Informed Consent
privacy
16 Citations (Scopus)
243 Downloads (Pure)

Image Segmentation for Early Stage Brain Tumor Detection using Mathematical Morphological Reconstruction

Devkota, B., Alsadoon, A., Prasad, P. W. C., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In : Procedia Computer Science. 125, p. 115-123 9 p.

Research output: Contribution to journalArticle

Open Access
File
Image segmentation
Tumors
Brain

Impact of privacy invasion in social network sites

Regmi, A., Alsadoon, A., Withana, C., Ali, S. & Elchouemic, A., 27 Feb 2018, Proceedings of the 2018 IEEE 8th Annual Computing and Communication Workshop and Conference. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 457-462 6 p.

Research output: Book chapter/Published conference paperConference paper

Data mining
Decision trees
Classifiers
Processing
13 Citations (Scopus)
942 Downloads (Pure)

Lung Cancer Detection using CT Scan Images

Makaju, S., Prasad, P. W. C., Alsadoon, A., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In : Procedia Computer Science. 125, p. 107-114 8 p.

Research output: Contribution to journalReview article

Open Access
File
Computerized tomography
Imaging techniques
Computer aided diagnosis
Learning systems
Image processing
1 Citation (Scopus)

Modified LEACH algorithm for wireless sensor networks in agricultural field

Regmi, R., Prasad, P. W. C., Alsadoon, A., Elchouemi, A. & Sreedharan, S., 20 Jun 2018, IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017. IEEE, Institute of Electrical and Electronics Engineers, p. 3100-3104 5 p.

Research output: Book chapter/Published conference paperConference paper

hierarchies
Wireless Sensor Networks
Wireless sensor networks
Clustering
Network protocols

Prediction of dementia by increasing subspace size in rank forest

Giri, S., Alsadoon, A., Withana, C., Ali, S. & Elchouemic, A., 27 Feb 2018, Proceedings of the 2018 IEEE 8th Annual Computing and Communication Workshop and Conference. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 255-260 6 p.

Research output: Book chapter/Published conference paperConference paper

Data mining
Decision trees
Processing
1 Citation (Scopus)

Segment based model for TCP protocol optimization: Enhancing the bandwidth and congestion

Jafari, M., Alsadoon, A., Withana, C., Ali, S. & Elchouemic, A., 27 Feb 2018, Proceedings of the 2018 IEEE 8th Annual Computing and Communication Workshop and Conference. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 918-924 7 p.

Research output: Book chapter/Published conference paperConference paper

Transmission control protocol
Bandwidth
Network protocols
Servers
2017
2 Citations (Scopus)

An enhanced model of biometric authentication in E-Learning: Using a combination of biometric features to access E-Learning environments

Kaur, N., Prasad, P. W. C., Alsadoon, A., Pham, L. & Elchouemi, A., 30 Mar 2017, Proceedings of the 2016 International Conference on Advances in Electrical, Electronic and System Engineering: ICAEESE 2016. Nordin, R., Mansor, M. F. & Ismail, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 138-143 6 p. 7888025

Research output: Book chapter/Published conference paperConference paper

biometrics
E-learning
Biometrics
Authentication
learning
3 Citations (Scopus)

An improvement of backbone network security using DMVPN over an EZVPN structure

Li, H., Prasad, P. W. C., Alsadoon, A., Pham, L. & Elchouemi, A., 30 Mar 2017, Proceedings of the 2016 International Conference on Advances in Electrical, Electronic and System Engineering: ICAEESE 2016. Nordin, R., Mansor, M. F. & Ismail, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 203-207 5 p. 7888039

Research output: Book chapter/Published conference paperConference paper

Network security
Redundancy
Availability
Surface structure
Cryptography
1 Citation (Scopus)

Development of the Wireless Cisco Networking Laboratory Pod

Shakya, A., Prasad, P. W. C., Alsadoon, A., Zajko, G. & Elchouemi, A., 30 Mar 2017, Proceedings of the 2016 International Conference on Advances in Electrical, Electronic and System Engineering: ICAEESE 2016. Nordin, R., Mansor, M. F. & Ismail, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 208-213 6 p. 7888040

Research output: Book chapter/Published conference paperConference paper

students
Students
Network protocols
Interfaces (computer)
evaluation

Early diagnosis of Alzheimer using mini mental state examination method: MMSE

Chen, D., Alsadoon, A., Prasad, P. W. C. & Elchouemi, A., 11 May 2017, Proceedings of the 2017 8th International Conference on Information and Communication Systems (ICICS). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 125-129 5 p. 7921958

Research output: Book chapter/Published conference paperConference paper

Magnetic resonance imaging
Early Diagnosis
Image quality
Processing
Alzheimer Disease
9 Citations (Scopus)

Early diagnosis of breast cancer using contrast limited adaptive histogram equalization (CLAHE) and Morphology methods

Kharel, N., Alsadoon, A., Prasad, P. W. C. & Elchouemi, A., 11 May 2017, Proceedings of the 2017 8th International Conference on Information and Communication Systems (ICICS). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 120-124 5 p. 7921957

Research output: Book chapter/Published conference paperConference paper

Early Detection of Cancer
Breast Neoplasms
Feature extraction
Computer aided design
Processing
9 Citations (Scopus)

Experiments on the MFCC application in speaker recognition using Matlab

Bhattarai, K., Prasad, P. W. C., Alsadoon, A., Pham, L. & Elchouemi, A., 11 May 2017, 7th International Conference on Information Science and Technology, ICIST 2017 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, p. 32-37 6 p. 7926796

Research output: Book chapter/Published conference paperConference paper

Speaker Recognition
MATLAB
Feature extraction
Filter
Speech synthesis
4 Citations (Scopus)

Hybrid Secure and Scalable Electronic Health Record Sharing in Hybrid Cloud

Manoj, R., Alsadoon, A., Prasad, P. W. C., Costadopoulos, N. & Ali, S., 12 Jun 2017, Proceedings - 5th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud 2017. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 185-190 6 p. 7944894

Research output: Book chapter/Published conference paperConference paper

Cryptography
Health
Cloud computing
Data privacy
Access control
1 Citation (Scopus)
12 Downloads (Pure)
Open Access
File
Face recognition
Principal component analysis
Lighting
Color
1 Citation (Scopus)

Integration of assistive and wearable technology to improve communication, social interaction and health monitoring for children with autism spectrum disorder (ASD)

Fazana, F., Alsadoon, A., Prasad, P. W. C., Costadopoulos, N., Elchouemi, A. & Sreedharan, S., 19 Oct 2017, Proceedings of TENSYMP 2017: IEEE International Symposium on Technologies for Smart Cities. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8070018

Research output: Book chapter/Published conference paperConference paper

health monitoring
autism
Health
communication
monitoring
2 Citations (Scopus)

Next generation cyber security solution for an eHealth organization

Ahmed, H., Alsadoon, A., Prasad, P. W. C., Costadopoulos, N., Hoe, L. S. & Elchoemi, A., 19 Oct 2017, Proceedings of the 2017 5th International Conference on Information and Communication Technology, ICoIC7 2017. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8074723

Research output: Book chapter/Published conference paperConference paper

Network layers
Network security
Network performance
Productivity
1 Citation (Scopus)

Spam filtering email classification (SFECM) using gain and graph mining algorithm

Chae, M. K., Alsadoon, A., Prasad, P. W. C. & Sreedharan, S., 24 Apr 2017, Proceedings of the 2017 2nd International Conference on Anti-Cyber Crimes (ICACC 2017). Alelyani, S., Varghese, J., Tairan, N., Alahmari, F., Aseere, A., Mohana, A. & Al Bar, A. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 217-222 6 p. 7905294

Research output: Book chapter/Published conference paperConference paper

Electronic mail
experiment
Feature extraction
Classifiers
Experiments
2 Citations (Scopus)

Spam filtering email classification (SFECM) using gain and graph mining algorithm

Chae, M. K., Alsadoon, A., Prasad, P. W. C. & Elchouemi, A., 01 Mar 2017, Proceedings of the 2017 IEEE 7th Annual Computing and Communication Workshop and Conference (IEEE-CCWC 2017) . Chakrabarti, S. & Nath Saha, H. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p. 7868411

Research output: Book chapter/Published conference paperConference paper

Electronic mail
Feature extraction
Classifiers
Experiments
Processing

The effect of considering individual learning processes when creating online learning environments: A comparison of offline and online content materials

Wang, C., Prasad, P. W. C., Maag, A., Alsadoon, A., Elchouemi, A. & Sreedharan, S., 19 Oct 2017, Proceedings of TENSYMP 2017: IEEE International Symposium on Technologies for Smart Cities. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8070017

Research output: Book chapter/Published conference paperConference paper

learning process
learning environment
learning
Students
Taxonomies