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Machine learning: tasks, modern day applications and challenges
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Underwater Wireless Sensor Networks: Routing Issues and Future Challenges
Published 2009“…In this paper we will explore the developments of some of the important routing algorithms, and a survey with different comparisons, those have been proposed for the partially connected underwater environments. …”
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Underwater Wireless Sensor Networks: Routing Issues and Future Challenges
Published 2009“…In this paper we will explore the developments of some of the important routing algorithms, and a survey with different comparisons, those have been proposed for the partially connected underwater environments. …”
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Ontology matching: in search of challenges ahead
Published 2015“…In order to find the future direction towards the development of optimum matchers we illustrated a list of future challenges, key features, and their importance. …”
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Weighted Watson-crick automata and applications in halal authentication
Published 2016“…We also construct formal models for food authentication processes and develop algorithms for the identification of non halal patterns in DNA molecules. …”
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Performance-aware cost-effective brokering and load balancing algorithms for data center in large scale cloud computing
Published 2015“…In order to make our proposed method cost efficient, we developed Load Aware Over Cost algorithm which is 8% cost effective comparing with Load Aware algorithm. …”
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Comprehensive review of drones collision avoidance schemes: challenges and open issues
Published 2024“…Moreover, the inherent limitations of drones, namely constraints on energy consumption, data storage capacity, and processing power, present formidable obstacles in developing collision avoidance algorithms. This review paper explores the challenges of ensuring safe drone operations, focusing on collision avoidance. …”
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A novel navigation algorithm for collaborative multi robots
Published 2010“…But present unique challenges for developing collaborative navigation algorithm and coordination among themselves are not sufficient for autonomous collaborative tasks. …”
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Evaluating Machine Learning Algorithms for Fake Currency Detection
Published 2024“…Additionally, we examine the performance of LightGBM, a gradientboosting algorithm, in comparison to these traditional methods. …”
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An initial state of design and development of intelligent knowledge discovery system for stock exchange database
Published 2004“…We divide our problem in two modules.In first module we define Fuzzy Rule Base System to determined vague information in stock exchange databases.After normalizing massive amount of data we will apply our proposed approach, Mining Frequent Patterns with Neural Networks.Future prediction (e.g., political condition, corporation factors, macro economy factors, and psychological factors of investors) perform an important rule in Stock Exchange, so in our prediction model we will be able to predict results more precisely.In second module we will generate clustering algorithm. …”
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Deep reinforcement learning to multi-agent deep reinforcement learning
Published 2022“…In the fourth section, we study DRL and explain the reasons for which different algorithms have been developed in this regard. …”
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Development of two matheuristics for production-inventory-distribution routing problem / Dicky Lim Teik Kyee
Published 2018“…In this study, we develop two different two-phase approaches within a MatHeuristic framework, namely MatHeuristic1 and MatHeuristic2. …”
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A novel steganography algorithm using edge detection and MPC algorithm
Published 2019“…With the rapid development of the Internet, preserving the security of confidential data has become a challenging issue. …”
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A collaborative navigation algorithm for multi-agent robots in autonomous reconnaissance mission
Published 2010“…But present unique challenges for developing collaborative navigation algorithm and coordination among themselves are not sufficient for autonomous collaborative tasks. …”
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Enhancing user authentication for cloud web-based application / Detar Beqo
Published 2018“…To address a specific cloud security challenges, an enhanced authentication method is developed during this research work. …”
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Integrating RLP and Fast Zero algorithm to improve routing performance in optical multistage interconnection networks
Published 2008“…Many algorithms have been developed to solve optical crosstalk using different approaches. …”
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Normalized Relational Storage for Extensible Markup Language (XML) Schema
Published 2011“…Approach: In this study we present an algorithm for generating an optimal design for XML in relational setting. …”
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Application of Optimization Methods for Solving Clustering and Classification Problems
Published 2011“…In this study we show how to apply a particular class of optimization methods known as pattern search methods to address these challenges. …”
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Energy detection for spectrum sensing in OFDM-based cooperative and non-cooperative radio networks
Published 2018“…Next, we developed a Constant Global False Alarm Rate (CGFAR) with Constant Global Detection Rate (CGDR) algorithm to mitigate the Cooperative SS (CSS) requirements. …”
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