A novel deep neural network heartbeats classifier for heart health monitoring
2023
The electrocardiogram (ECG) is a very useful diagnostic tool to examine the functioning of the heart and to detect myocardial infarction (MI) and arrhythmias. It contains the records of the electrical...
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An inception V3 approach for malware classification using machine learning and transfer learning
2023
Malware instances have been extremely used for illegitimate purposes, and new variants of malware are observed every day. Machine learning in network security is one of the prime areas of research today...
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Hierarchical energy efficient secure routing protocol for optimal route selection in wireless body area networks
2023
Growth in technology has witnessed the comfort of an individual in domestic and professional life. Although, such existence was not able to meet the medical emergencies during the pandemic COVID-19...
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Unsupervised machine learning technique for classifying production zones in unconventional reservoirs
2023
Significant amounts of information are rapidly increasing in bulk as a consequence of the rapid development of unconventional tight reservoirs. The geomechanical and petrophysical characteristics of...
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ARTP: Anomaly based real time prevention of Distributed Denial of Service attacks on the web using machine learning approach
2023
Distributed Denial of Service (DDoS) attack is one of the most destructive internet network attacks, denying legitimate users access to resources and networks by maliciously blocking available computing...
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Efficient breast cancer detection via cascade deep learning network
2023
Breast calcifications or irregular tissue growth are major health concerns that can lead to breast cancer. To enable early management, which significantly lowers death rates, it is crucial to perform...
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HNTSumm: Hybrid text summarization of transliterated news articles
2023
Data generated from social networking sites, blogs, digital magazines, and news websites is the largest human-generated data. Summarization is the process of extracting the crux of a document which...
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Proposed artificial intelligence algorithm and deep learning techniques for development of higher education
2023
Artificial intelligence (AI) has been increasingly impacting various aspects of our daily lives, including education. With the rise of digital technologies, higher education has also been experiencing...
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Enhance cloud security and effectiveness using improved RSA-based RBAC with XACML technique
2023
In the current era, numerous products are accessible online from anywhere and every minute. This work used encryption with access management because authenticities, anonymity, and security over accessibility...
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A systematic review on early prediction of Mild cognitive impairment to alzheimers using machine learning algorithms
2023
A person consults a doctor when he or she is suspicious of their cognitive abilities. Finding patients who can be converted into Alzheimer's in the future is a difficult task for doctors. A person's...
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Classification of network slicing threats based on slicing enablers: A survey
2023
One of the Main expectation of the 5G environment is supporting various services in many areas such as healthcare, education, energy, streaming, V2X (vehicle to everything) communication, etc. To implement...
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Solar irradiance forecasting models using machine learning techniques and digital twin: A case study with comparison
2023
The ever-increasing demand for energy and power consumption due to population growth, economic expansion, and evolving consumer choices has led to the need for renewable energy sources. Traditional...
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PARouting: Prediction-supported adaptive routing protocol for FANETs with deep reinforcement learning
2023
Flying Ad-hoc Networks (FANETs) are becoming increasingly popular for various applications. Effective routing protocols for FANETs are essential yet challenging due to the high dynamic nature of Unmanned...
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Prediction of floods using improved PCA with one-dimensional convolutional neural network
2023
Forecasting floods have always been a difficult task due to the complexity of the available data. Machine learning techniques have been widely used to predict floods based on precipitation, humidity,...
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Quadratic ensemble weighted emphasis boosting based energy and bandwidth efficient routing in Underwater Sensor Network
2023
Underwater Sensor Network (UWSN) is a network that comprises a large number of independent underwater sensor nodes to perform monitoring tasks over a given area. UWSN minimized propagation delay, bandwidth,...
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Conversational chat system using attention mechanism for COVID-19 inquiries
2023
Conversational artificial intelligence (AI) is a type of artificial intelligence that uses machine learning techniques to understand and respond to user inputs. This paper presents a conversational...
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Customer churning analysis using machine learning algorithms
2023
Businesses must compete fiercely to win over new consumers from suppliers. Since it directly affects a company's revenue, client retention is a hot topic for analysis, and early detection of client...
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Genetic algorithm with self adaptive immigrants for effective virtual machine placement in cloud environment
2023
In cloud environments, optimization of resource utilizations is one among the predominant challenges. The two sub-research topics are cloud resource prediction and allocation. A few contributions to...
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Fairness-driven link scheduling approach for heterogeneous gateways for digital twin enabled industry 4.0
2023
The advent of Industry 4.0 has brought with it the integration of digital twin technology, which has enabled businesses to develop a virtual replica of their physical assets. This technology allows...
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A systematic review of decentralized finance protocols
2023
Decentralized finance (DeFi) has revolutionized the financial industry in recent years. Industries such as banking, insurance, and investment are experiencing a significant shift due to the growth of...
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Research on the impact of artificial intelligence-based e-commerce personalization on traditional accounting methods
2023
With the development of artificial intelligence technology in various fields, the traditional accounting method is no longer applicable to the personalized development of e-commerce industry; Therefore,...
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Cache controlled cluster networking protocol
2023
When technologies such as Wireless Sensor Network, Internet of Things and Cloud Computing are coupled together, real-world issues can be remarkably resolved. Wireless Sensor Network sends enormous data...
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Three-stage data generation algorithm for multiclass network intrusion detection with highly imbalanced dataset
2023
The Internet plays a crucial role in our daily routines. Ensuring cybersecurity to Internet users will provide a safe online environment. Automatic network intrusion detection (NID) using machine learning...
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Face expression image detection and recognition based on big data technology
2023
This research addresses the deficiencies in current dynamic sequence facial expression recognition methods, which suffer from limited accuracy and effectiveness. The primary objective is to introduce...
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Application of spatial data and 3S robotic technology in digital city planning
2023
This article uses spatial data and 3S (Spatial, Surveying, and Remote Sensing) technology to enhance digital city planning. The methodology integrates WebGIS Big data, statistical feature extraction...
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