Recent advances in the domain of software defect prediction (SDP) include integration multiple classification techniques to create an ensemble or hybrid approach. This technique was introduced improve performance by overcoming limitations any single technique. research provides a systematic literature review on use learning approach for prediction. The is conducted after critically analyzing papers published since 2012 four well-known online libraries: ACM, IEEE, Springer Link, and Science...

Non-governmental organizations (NGOs) in under-developed countries are receiving funds from donor agencies for various purposes, including relief natural disasters and other emergencies, promoting education, women empowerment, economic development, many more. Some have lost their trust NGOs countries, as some been involved the misuse of funds. This is evident irregularities records. For instance, education funds, on occasions, same student has appeared records multiple a beneficiary, when...

Abstract Ovarian cancer (OC) is one kind of tumour that impacts women's ovaries and hard to diagnose in the initial phase as a primary cause death. The ovarian information generated by Clinical Network has been used, Self Organizing Map (SOM) Optimized Neural Networks have suggested new method for distinction between remaining cancer. Feature optimization identification (FOI‐OV) framework are proposed this research. SOM algorithm also used separately improve functional subset, with...

Realizing secure and fast communication in smart homes is still a challenging task due to slow imperfect information reception from end nodes for proper traffic control. The image data captured through high-resolution cameras demand high-speed link having capacity of more than 10 Gbps. advancement technologies makes it possible send accurate timely images store clouds. LiFi wireless technology that uses lights transmission between devices. speed 100 times greater Conventional WiFi...

A high mortality rate is associated with ovarian cancer, one of the most common types cancers in women. Ovarian cancer refers to a group disorders that develop ovaries and spread fallopian tubes peritoneum. Treatment effective when discovered its early stages. Machine learning has recently demonstrated it capable better identifying Most modern research studies on use single classification model, leading poor performance diagnosis. For detection highly sophisticated efficient machine...

This paper presents a literature review of Blockchain and Bitcoin technology future applications. Recently has received special attention is used as new platform for digital information to store encrypted data process secure transactions. Noticeably, the majority cryptocurrency structured based on elliptic curves signature algorithm (ECDSA). In particular, uses ECDSA called secp256k1. Losses personal organizational occurred due security breaches at small large scales using traditional...

Learning management systems (LMSs), such as Moodle, has been used by many academic institutions to improve teaching and student learning experience. This paper examines the use of LMS a course delivery system an electronic assessment (e-assessment) tool for improving process. study analyses educators' perspective on Moodle based effectiveness, helpfulness, user-friendly interface design, flexibility in delivering online courses. Quantitative qualitative data were collected using survey...

big data is a hot business topic today. In organizations, customer-relationship management (CRM) an important pillar to achieve competitive advantages. Big refers practices of integrating into organizational CRM process the objectives improving and sustaining customer service. The alternative goal combine internal with behavior buying patterns from environment external organization. Several tools exist that can integrate other improve analysis understand patterns. This paper reports research...

Learning management systems (LMSs), such as Moodle, has been used by many academic institutions to improve teaching and student learning experience. This paper examines the use of LMS a course delivery system an electronic assessment (e-assessment) tool for improving process. study analyses educators' perspective on Moodle based effectiveness, helpfulness, user-friendly interface design, flexibility in delivering online courses. Quantitative qualitative data were collected using survey...

Online analytical processing (OLAP) is considered as a database prototype that gives platform for the rich analysis of multidimensional data. A logical data structure known cube often supports OLAP. However, mining association rules from using OLAP techniques with facilities an issue substantial complexity. In practice, complexity excited by existence dimension hierarchies subdivide dimensions into aggregation layers various granularity. Discovery hierarchy-sensitive can be very costly on...

Skin cancer is a serious illness that requires early identification in order to improve survival rates. Deep learning algorithms for computerized skin detection have now become popular recent years. These models may increase their performance by having access additional data, and prime objective image categorization. This activity extremely useful the realm of health since it help physicians experts make best decisions accurately assess patient's condition. Early helps patients receive...

Since December 2019, the COVID-19 pandemic has harmed social, financial, and work life. The novel coronavirus caused problems in all business sectors, including Information Technology(IT). Many Projects have been stopped or delayed due to impact of this pandemic. Most companies recognized importance IT achieve competitive advantage survive. Companies are investing a lot money projects. More than 60% project fail. Lack professional management is one main reasons for that Managing projects...

IT Governance frameworks such as COBIT, ITIL, and ISO have become the most important guidelines for (ITG). These are used by organizations a tool to evaluate their own ITG systems help managers bridge any gaps between technical issues, business risks, control requirements. The main objective of research is study various governance challenges they face in compliance with framework, steps taken overcome these UAE. This was achieved using quantitative approach through questionnaire felt sample...