School of Engineering & Technology
Recent Submissions
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Sentiment analysis of Hindi language text: a critical review
(Springer, 2023-11-11)Sentiment analysis involves extracting sentiments from various forms of text, including customer reviews, tweets, blogs, and news clips expressing opinions on diverse subjects, even populist events. The advent of tools ... -
An Empirical Study on Detection of Android Adware Using Machine Learning Techniques
(Springer, 2023-10-06)The Android operating system, without showing signs of diminishing, has experienced unprecedented popularity and continues to thrive with a significant user base. Its notable aspect for supporting third-party applications ... -
Comprehensive robustness evaluation of an automatic writer identification system using convolutional neural networks
(Frontier Scientific Publishing, 2023-10-13)This research paper presents a convolutional neural network (CNN) model for identifying handwritten Urdu characters. A dataset of 38 fundamental Urdu characters from 100 different writers in the Kashmir valley was manually ... -
Advances and challenges in thyroid cancer: The interplay of genetic modulators, targeted therapies, and AI-driven approaches
(Elsevier Inc., 2023-09-20)Thyroid cancer continues to exhibit a rising incidence globally, predominantly affecting women. Despite stable mortality rates, the unique characteristics of thyroid carcinoma warrant a distinct approach. Differentiated ... -
Detection of content-based cybercrime in Roman Kashmiri using ensemble learning
(Springer, 2023-09-25)The official language of Kashmir, Kashmiri language or Koshur, is spoken by more than 7 million people, yet its content-based cybercrime detection remains unexplored in theoretical and experimental research. Furthermore, ... -
Pharmacophore derived 3D-QSAR, molecular docking, and simulation studies of quinoxaline derivatives as ALR2 inhibitors
(Taylor and Francis Ltd., 2023-09-12)Aldose Reductase 2 (ALR2), a key enzyme of the polyol pathway, plays a crucial role in the pathogenesis of diabetic complications. Quinoxaline scaffold-based compounds have been identified as potential ALR2 inhibitors for ... -
DL-2P-DDoSADF: Deep learning-based two-phase DDoS attack detection framework
(Elsevier Ltd, 2023-09-26)In today's tech-driven world, while Internet-based applications drive social progress, their architectural weaknesses, inadequate security measures, lack of network segmentation, unsecured IoT devices etc., offer ample ... -
Feature Engineering and Ensemble Learning-Based Classification of VPN and Non-VPN-Based Network Traffic over Temporal Features
(Springer, 2023-07-29)With the rapid advancement in technology, the constant emergence of new applications and services has resulted in a drastic increase in Internet traffic, making it increasingly challenging for network analysts to maintain ... -
Revolutionize AI Trading Bots with AutoML-Based Multi-timeframe Bitcoin Price Prediction
(Springer, 2023-06-27)Multi-timeframe analysis/prediction provides essential information to traders. It gives a broader perspective of market trends and is used to identify significant levels of support and resistance. This will help traders/trading ... -
Improved Multisignature Scheme for Authenticity of Digital Document in Digital Forensics Using Edward-Curve Digital Signature Algorithm
(Hindawi Limited, 2023-04-08)At the moment, digital documents are just as important as paper documents. As a result, authenticity is essential, especially in legal situations and digital forensics. As technology advances, these digital signature ... -
Analyze Dark Web and Security Threats
(Springer Science and Business Media Deutschland GmbH, 2023-05-03)The deepest area of data storage where data mining and data management are not possible without the Tor (network) Policy is known as the dark web. The dark web is a paradise for government and private sponsored cybercriminals. ... -
Hate Speech and Offensive Language Detection in Twitter Data Using Machine Learning Classifiers
(Springer Science and Business Media Deutschland GmbH, 2023-05-03)Social media is rapidly growing in popularity and has its advantages and disadvantages. Users posting their daily updates and opinions on social media may inadvertently hurt the feelings of others. Detecting hate speech ... -
Comparison of Public and Critics Opinion About the Taliban Government Over Afghanistan Through Sentiment Analysis
(Springer Science and Business Media Deutschland GmbH, 2023-05-03)The usage of social media has increased exponentially these days. People worldwide are sharing their opinions on different platforms such as Twitter, personal blogs, Facebook, and other similar platforms. Twitter has grown ... -
Classification of Breast Cancer Mammographic Images Using A Light-Weighted Convolutional Neural Network
(Institute of Electrical and Electronics Engineers Inc., 2023-04-10)Deep learning is a method demanded by radiologists to assist them interpret and classify medical images correctly. A Convolutional Neural Network (CNN) is the most widely used method for classifying and analysing images. ... -
The role of entanglement for enhancing the efficiency of quantum kernels towards classification
(Elsevier B.V., 2023-06-19)Quantum kernels are considered as potential resources to illustrate benefits of quantum computing in machine learning. Considering the impact of hyperparameters on the performance of a classical machine learning model, it ... -
CottonLeafNet: cotton plant leaf disease detection using deep neural networks
(Springer, 2023-03-18)India is a cover crop region whereby agricultural production sustains a substantial proportion of the populace and upon which the whole Indian economy is heavily reliant. As per research, it provides subsistence for around ... -
Identification of Counterfeit Indian Currency Note using Image Processing and Machine Learning Classifiers
(Institute of Electrical and Electronics Engineers Inc., 2023-03-27)Technology is continuously changing our life. Day by day, it makes our life easy, but some challenges and issues exist. Counterfeit currency is one of them. It happens because of the production and circulation of currency ... -
OG-CAT: A Novel Algorithmic Trading Alternative to Investment in Crypto Market
(Springer, 2023-03-28)Cryptocurrencies have emerged as a good tool for investment/trading in the last decade. The investors have achieved promising gains with the long-term investments made at reasonably good price/time. However, investment in ... -
Improving the Quality of Open Source Software
(wiley, 2023-02-08)This study aims at development of generating metrics based code smells prediction to improve the software quality assurance by working at preventive maintenance level. In order to do so, Refactoring is the best solution ... -
Review of Progress in Diagnostic Studies of Autism Spectrum Disorder Using Neuroimaging
(Springer Science and Business Media Deutschland GmbH, 2023-01-12)This review article summarizes the recent advances in the diagnostic studies of autism spectrum disorders (ASDs) considering some of the most influential research articles from the last two decades. ASD is a heterogeneous ...