The growing need to support the well-being of elderly individuals has led to the development of a comprehensive Elderly Care system that leverages volunteer and caretaker involvement. To address the challenges faced b...
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In the current digital era, this research project strives to empower individuals with dyslexia through the development of an innovative software solution that addresses their distinct challenges in handwritten documen...
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For the deaf community, sign language is an essential means of communication. It is a three-dimensional language that uses hands that move dynamically and visually to represent letters and words. The field of gesture ...
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Human Activity Recognition (HAR) is a trading area in computer vision and deep learning. However, boosting the performance of deep learning models often necessitates increasing their size or capacity, which raises com...
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The surge in network intrusions is a pressing concern for industry and government in cybersecurity. To counter this, network intrusion detection systems (NIDS) discern normal and abnormal network traffic effectively. ...
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Managing Electrical Energy has become crucial nowadays where everything we use works on electrical energy. Utilizing energy in an efficient and effective way can save a lot of energy. Reducing unnecessary usage of ele...
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Abstract:This paper addresses the problem of improving the optimal value of the Maximum Capacity Path(MCP)through expansion in a flexible network,and minimizing the involved *** only condition applied to the cost func...
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Abstract:This paper addresses the problem of improving the optimal value of the Maximum Capacity Path(MCP)through expansion in a flexible network,and minimizing the involved *** only condition applied to the cost functions is to be non-decreasing *** is a non-restrictive condition,reflecting the reality in practice,and is considered for the first time in the ***,the total cost of expansion is a combination of max-type cost(e.g.,for supervision)and sum-type cost(*** building infrastructures,price of materials,price of labor,etc.).For this purpose,two types of strategies are combined:(l)increasing the capacity of the existing arcs,and(l)adding potential new *** different problems are introduced and *** the problems have immediate applications in Internet routing *** first one is to extend the network,so that the capacity of an McP in the modified network becomes equal to a prescribed value,therefore the cost of modifications is minimized.A strongly polynomial-time algorithm is deduced to solve this *** second problem is a network expansion under a budget constraint,so that the capacity of an McP is maximized.A weakly polynomial-time algorithm is presented to deal with *** the special case when all the costs are linear,a Meggido's parametric search technique is used to develop an algorithm for solving the problem in strongly polynomial *** new approach has a time complexity of O(n^(4)),which is better than the time complexity of O(n4 log(n)of the previously known method from literature.
Heart illness is becoming more and more common these days, and early detection is key to preventing these issues. Determining whether a person has cardiac disease is a difficult but crucial task. Our study focuses on ...
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Machine learning is crucial for analyzing data, particularly in tasks like image classification. The COVID-19 pandemic caused a significant rise in lung infections globally, profoundly affecting daily life. Swift iden...
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Human brains are natural learning systems which inherently recognise image objects in a hierarchical pattern. Similar association exists among different categories of images which interact while training a deep learni...
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