Volume 17, Issue 7 (2021) | Journal of Computer Science

Machine Learning and Deep Learning for Phishing Email Classification using One-Hot Encoding

Sikha Bagui — 2021-07-23

Journal of Computer Science, Published online: 23 July 2021; doi:10.3844/jcssp.2021.610.623

Representation of text is a significant task in Natural Language Processing (NLP) and in recent years Deep Learning (DL) and Machine Learning (ML) have been widely used in various NLP tasks like topic...

Impact of Design Principles and Patterns on Software Flexibility: An Experimental Evaluation Using Flexible Point (FXP)

Muhammad Ehsan Rana — 2021-07-31

Journal of Computer Science, Published online: 31 July 2021; doi:10.3844/jcssp.2021.624.638

Software flexibility is a crucial factor in designing and developing software as it reflects its capability to adapt to changes. It is a topic that has been discussed for a very long time which indica...

Face Verification for Person Re-Identification from Surveillance Camera and Drone-based Videos

Vimala Mathew — 2021-07-28

Journal of Computer Science, Published online: 28 July 2021; doi:10.3844/jcssp.2021.639.656

Person re-identification in surveillance camera videos is attracting widespread interest due to its increasing number of applications. It is being applied in the field of security, healthcare, product...

Fault-Tolerant Control of a Nonlinear Uncertain System: A Neural Network-Based Passive Approaches and Comparative Study with State-of-the-Art Control Approaches

Sejal K. Raval — 2021-08-03

Journal of Computer Science, Published online: 3 August 2021; doi:10.3844/jcssp.2021.657.669

This article suggests passive methods for designing Fault-Tolerant Control (FTC) for nonlinear uncertain systems with actuator and leak faults. To anticipate the Fault-Tolerant Control (FTC) action to...

Unsupervised Cosegmentation Model based on Saliency Detection and Optimized Hue Saturation Value Features of Superpixels

Rasha Shoitan — 2021-08-03

Journal of Computer Science, Published online: 3 August 2021; doi:10.3844/jcssp.2021.670.682

Segmenting out the foreground from a single image remains a challenge in computer vision. Image co-segmentation has been used recently to alleviate the single image segmentation by exploiting the info...