Bidirectional Language Modeling: A Systematic Literature Review
In transfer learning, two major activities, i.e., pretraining and fine-tuning, are carried out to perform downstream tasks. )eadvent of transformer architecture and bidirectional language models, e.g., bidirectional encoder representation from transformer(BERT), enables the functionality of transfer learning. Besides, BERT bridges the limitations of unidirectional language models byremoving the dependency on the recurrent neural network (RNN). …
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A Novel Approach for Ensemble Feature Selection Using Clustering with Automatic Threshold
Feature Selection (FS) is the core part of data processing pipeline. Use of ensemble in FS is a relatively new approach aiming at producing more diversity in feature dataset, which provides better performance as well as more robust and accurate result. An aggregation step combined the output of each FS method and generate the Single …
Risk Assessment on Software Development using Fishbone Analysis
Risks are intrinsic part of any software project.Most software projects face severe risk during the development process, but some finds minor risks. Vulnerabilities of these risks are threat to a quality of a software product. One of the main causes that may lead to failure of the project is negligence to perform risk assessment due …
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Meta-model for Stress Testing on Blockchain Nodes
Blockchain nodes are essential part of a blockchain network. The quality of blockchain nodes are very crucial as these are building blocks of a network. The failure of nodes may lead to the failure of network. In this paper we have discussed the meta-model for stress testing on blockchain nodes, which will test blockchain nodes. …
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A Novel Approach for Software Requirement Prioritization
Requirement engineering is an early phase of Software Development Life Cycle where software requirement prioritization becomes a real challenge when dealing with large number of requirements. A number of requirement prioritization techniques exist includingCumulative Voting, Planning Games, Analytic Hierarchy Process , MOSCOW etc. It is analyzed that for large number of requirements, these techniques are …
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A Novel Approach for Software Requirement Prioritization Based Upon Non Functional Requirements
Software becomes an essential part of our lives because of the required automation in every field. A software requirement plays an important role in its development. In requirement engineering, requirement prioritization is the crucial activity to successfully deliver the software system.Numerous techniques exist for software requirement prioritization such as Cumulative Voting, Hieratical Cumulative Voting, Planning …
Software Testing Practices in IT Industry of Pakistan
A software must do what it intends to do. The quality is core factor in IT Industry and in software products. The quality of the product is main concern of the producer and the main requirement of a customer. Software testing is the core activity of quality assurance and very important phase of software development …
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Software Project Management and Its Tools in
Practice in IT Industry of Pakistan
Abstract—This paper analyzes and evaluate the current level of Software Project Management And its tolls in practice in IT Industry of Pakistan. 90% IT project in Pakistan are outsourced and many international companies have built their off-shore IT companies in Pakistan due to cheap employment.As mostly projects are from developed countries and are large and …
Software Project Management and Its Tools in
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So what’s this!
This blog is all about my lat6est research work!