Alok Mishra
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View article: AI-DRIVEN CTI FOR BUSINESS: EMERGING THREATS, ATTACK STRATEGIES, AND DEFENSIVE MEASURES
AI-DRIVEN CTI FOR BUSINESS: EMERGING THREATS, ATTACK STRATEGIES, AND DEFENSIVE MEASURES Open
Artificial Intelligence (AI) has transformed multiple sectors but also introduced new risks through its use in sophisticated cybercrimes. AI-driven cyberattacks leverage machine learning, deep learning, and natural language processing to e…
View article: Blockchain technology for sustainable supply chains in the fishing industry: A systematic review
Blockchain technology for sustainable supply chains in the fishing industry: A systematic review Open
View article: Earthquake response framework with IoT-based e-government services
Earthquake response framework with IoT-based e-government services Open
Earthquakes present a genuine threat to both lives and property, necessitating the minimization of their impact wherever possible. This is especially critical in countries like Iraq, which suffer from inadequate infrastructure. Consequentl…
View article: A comparative analysis of e-government services in ten African countries
A comparative analysis of e-government services in ten African countries Open
Governments strive to enhance citizen services by leveraging the Internet to communicate policies effectively. Researchers have examined e-government initiatives across African nations, highlighting challenges, enablers, and regulations sh…
View article: Numerical investigation of PCM-filled pin-fin microchannels for thermal management of HCPV cell
Numerical investigation of PCM-filled pin-fin microchannels for thermal management of HCPV cell Open
High-Concentration Photovoltaic (HCPV) systems offer high solar-to-electric efficiency but face severe thermal challenges under intense solar flux, requiring advanced cooling solutions. While microchannel cooling and PCM integration have b…
View article: A LARGE-SCALE EVOLUTIONARY AND STRUCTURAL ANALYSIS OF CLC CHANNELS AND TRANSPORTERS
A LARGE-SCALE EVOLUTIONARY AND STRUCTURAL ANALYSIS OF CLC CHANNELS AND TRANSPORTERS Open
The CLC family of membrane transport proteins consists of chloride channels and anion/proton antiporters that share a similar structural scaffold. How the same fold accommodates two fundamentally distinct mechanisms is poorly understood, a…
View article: An Empirical Evaluation of Ensemble Models for Python Code Smell Detection
An Empirical Evaluation of Ensemble Models for Python Code Smell Detection Open
Code smells, which represent poor design choices or suboptimal code implementations, reduce software quality and hinder the code maintenance process. Detecting code smells is, therefore, essential during software development. This study in…
View article: Advancing Data Privacy in Cloud Storage: A Novel Multi-Layer Encoding Framework
Advancing Data Privacy in Cloud Storage: A Novel Multi-Layer Encoding Framework Open
Data privacy is a crucial concern for individuals using cloud storage services, and cloud service providers are increasingly focused on meeting this demand. However, privacy breaches in the ever-evolving cyber landscape remain a significan…
View article: A study for method-level code smells detection using machine learning algorithms
A study for method-level code smells detection using machine learning algorithms Open
Motivation: Code smells reflect poor design decisions that degrade software quality and maintainability. Although several machine learning algorithms have been proposed to detect code smells, the impact of feature selection and cross-valid…
View article: Differential privacy and artificial intelligence: potentials, challenges, and future avenues
Differential privacy and artificial intelligence: potentials, challenges, and future avenues Open
Privacy preservation has become an increasingly critical concern in applications where data serves as a cornerstone for decision-making and innovation. Researchers and developers are dedicated to identifying and mitigating emerging risks w…
View article: Adoption ChatGPT in higher education settings: Potentials, challenges, and paving the way for future advancements
Adoption ChatGPT in higher education settings: Potentials, challenges, and paving the way for future advancements Open
Several artificial intelligence generative language models have been developed recently. Many people in different contexts have started using them, such as education, industry, and even content creation. This study focuses on investigating…
View article: SReLLM, Strategic Retrieval Enhanced Large Language Model for Fake News Detector
SReLLM, Strategic Retrieval Enhanced Large Language Model for Fake News Detector Open
Fake news poses serious political, economic, and social risks. While large language model (LLM)-based approaches have improved fake news detection through sophisticated reasoning and generative capabilities, they still encounter limitation…
View article: Blockchain-Based Decentralized Document Verification and Its Applications
Blockchain-Based Decentralized Document Verification and Its Applications Open
The proliferation of counterfeit academic certificates has engendered unethical practices, thereby depriving meritorious candidates of potential opportunities; this situation subsequently renders conventional document ver- ification method…
View article: Assessment of the Budget Allocation and Utilization Trend of Mandandeupur Municipality, Nepal
Assessment of the Budget Allocation and Utilization Trend of Mandandeupur Municipality, Nepal Open
View article: Security, Regulatory and Ethical Challenges in Future 6G Networks and Services
Security, Regulatory and Ethical Challenges in Future 6G Networks and Services Open
View article: Natural Language Processing and Machine Learning-Based Solution of Cold Start Problem Using Collaborative Filtering Approach
Natural Language Processing and Machine Learning-Based Solution of Cold Start Problem Using Collaborative Filtering Approach Open
In today’s digital era, the abundance of online services presents users with a daunting array of choices, spanning from streaming platforms to e-commerce websites, leading to decision fatigue. Recommendation algorithms play a pivotal role …
View article: Ensemble methods with feature selection and data balancing for improved code smells classification performance
Ensemble methods with feature selection and data balancing for improved code smells classification performance Open
View article: Machine learning and rule-based embedding techniques for classifying text documents
Machine learning and rule-based embedding techniques for classifying text documents Open
Rapid expansion of electronic document archives and the proliferation of online information have made it incredibly difficult to categorize text documents. Classification helps in information retrieval from a conceptual framework. This stu…
View article: Quality attributes of software architecture in IoT-based agricultural systems
Quality attributes of software architecture in IoT-based agricultural systems Open
Software architecture forms the cornerstone for achieving and ensuring various software quality attributes. It encompasses the collected requirements of the product, serving as a blueprint that delineates quality features for all project s…
View article: Machine Learning-Based Methods for Code Smell Detection: A Survey
Machine Learning-Based Methods for Code Smell Detection: A Survey Open
Code smells are early warning signs of potential issues in software quality. Various techniques are used in code smell detection, including the Bayesian approach, rule-based automatic antipattern detection, antipattern identification utili…
View article: A Novel Hybrid Machine Learning-Based System Using Deep Learning Techniques and Meta-Heuristic Algorithms for Various Medical Datatypes Classification
A Novel Hybrid Machine Learning-Based System Using Deep Learning Techniques and Meta-Heuristic Algorithms for Various Medical Datatypes Classification Open
Medicine is one of the fields where the advancement of computer science is making significant progress. Some diseases require an immediate diagnosis in order to improve patient outcomes. The usage of computers in medicine improves precisio…
View article: Green artificial intelligence initiatives: Potentials and challenges
Green artificial intelligence initiatives: Potentials and challenges Open
Recently, the widespread adoption of artificial intelligence, particularly generative AI technology, has surged across various industries. However, a notable drawback of this technology is its significant energy consumption during model tr…
View article: Generative Artificial Intelligence Technology for Systems Engineering Research: Contribution and Challenges
Generative Artificial Intelligence Technology for Systems Engineering Research: Contribution and Challenges Open
The advancement of artificial intelligence technology in recent years has had a significant impact on various industries, including the field of systems engineering. Generative Artificial Intelligence (AI), like OpenAI's ChatGPT, is one su…
View article: Critical Concerns of Deploying Blockchain in Internet of Things Applications
Critical Concerns of Deploying Blockchain in Internet of Things Applications Open
The Internet of Things (IoT) and blockchain are both recognized as cutting-edge, popular technologies. In contrast to IoT, which pertains to the spread of linked equipment via supplying information over the Internet, blockchain offers inno…
View article: Research trends in deep learning and machine learning for cloud computing security
Research trends in deep learning and machine learning for cloud computing security Open
Deep learning and machine learning show effectiveness in identifying and addressing cloud security threats. Despite the large number of articles published in this field, there remains a dearth of comprehensive reviews that synthesize the t…
View article: Quantum optimization algorithms: Energetic implications
Quantum optimization algorithms: Energetic implications Open
Summary Since the dawn of quantum computing (QC), theoretical developments like Shor's algorithm proved the conceptual superiority of QC over traditional computing. However, such quantum supremacy claims are difficult to achieve in practic…
View article: Techniques to alleviate blockchain bloat: Potentials, challenges, and recommendations
Techniques to alleviate blockchain bloat: Potentials, challenges, and recommendations Open
Blockchain (BC) bloat, characterized by excessive data growth on BC networks, presents a pressing challenge. The need for a comprehensive study addressing BC bloat solutions arises due to the scarcity of knowledge in this emerging area. Th…
View article: Blockchain consensus mechanisms comparison in fog computing: A systematic review
Blockchain consensus mechanisms comparison in fog computing: A systematic review Open
Numerous consensus mechanisms have been suggested to cater to the specific characteristics of fog computing. To comprehensively understand their unique features, performance, and applications in fog computing, it is crucial to conduct a sy…
View article: An Evaluation of Multi-Label Classification Approaches for Method-Level Code Smells Detection
An Evaluation of Multi-Label Classification Approaches for Method-Level Code Smells Detection Open
(1) Background: Code smell is the most popular and reliable method for detecting potential errors in code. In real-world circumstances, a single source code may have multiple code smells. Multi-label code smell detection is a popular resea…
View article: Enhancing cancer detection and prevention mechanisms using advanced machine learning approaches
Enhancing cancer detection and prevention mechanisms using advanced machine learning approaches Open
Cancer is a major global health challenge, emphasizing the critical need for early detection to enhance patient outcomes. This study thoroughly investigates the applications of advanced machine learning methods for cancer detection and pre…