Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty Publications Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Muvva, Vijaya Bhaskar Reddy; Habelalmateen, Mohammed I.; Shridhar, V.; Pradeep, V.; Manohar, M. Title A name given to the resource Cost Sensitive based Support Vector Machine for Energy Efficient Clustering and Routing Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2025 Source A related resource from which the described resource is derived 4th IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics, ICDCECE 2025; Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICDCECE65353.2025.11035114" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICDCECE65353.2025.11035114</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105009594591?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105009594591?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Muvva V.B.R., University of Technology and Applied Sciences, College of Computing and Information Sciences, Department of Information Technology, Shinas, Oman; Habelalmateen M.I., The Islamic University, College of Technical Engineering, Department of Computer Technical Engineering, Najaf, Iraq; Shridhar V., Nitte Meenakshi Institute of Technology, Department of Electronics and Communication Engineering, Bengaluru, India; Pradeep V., Alva's Institute of Engineering and Technology, Department of Information Science and Engineering, Mangalore, India; Manohar M., Christ (Deemed to be University), Department of Computer Science and Engineering, Bangalore, India Description An account of the resource Wireless Sensor Networks (WSNs) are ideal for applications requiring rapid deployment, as they operate without the need for a pre-existing network infrastructure. WSNs have constrained capacity to manage large volumes of data, and processing, transmitting as well as receiving this data consumes substantial energy. On account of their constrained power usage and bandwidth, sensors are unable to transmit each gathered information to a Base Station (BS) or sink for analysis. Thus, this research proposes the Cost Sensitive based Support Vector Machine (CS-SVM) approach for the energy efficient clustering and routing. The proposed approach minimizes an energy consumption at data transmission and clustering, extending network lifetime through effectively selects CHs according to energy levels as well as node distribution. The CH selection considers the three important fitness functions such as distance from sink to CH, distance from CH to sensor nodes and residual energy. Then, the routing considers the two important fitness functions. The various performance indices are considered to validate the effectiveness of proposed method. The simulation outcomes proven that the proposed CS-SVM approach attains the better energy consumption of 8.32J as compared to the previous approach named Distributed Energy-efficient two-hop-based Clustering and Routing (DECR). 2025 IEEE. Subject The topic of the resource cluster head selection; cost sensitive; routing; support vector machine; wireless sensor networks Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Relation A related resource ISBN: 979-833153366-3; Language A language of the resource English Type The nature or genre of the resource Conference paper Rights Information about rights held in and over the resource Restricted Access; Hardcopy may be available in the library Format The file format, physical medium, or dimensions of the resource online