{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T20:06:12Z","timestamp":1770321972133,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T00:00:00Z","timestamp":1767916800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T00:00:00Z","timestamp":1767916800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,1,9]]},"DOI":"10.1109\/ccnc65079.2026.11366319","type":"proceedings-article","created":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T20:45:15Z","timestamp":1770237915000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["A Hybrid Machine Learning Framework for Enhancing Energy Efficiency in Cyber-Physical Cognitive Radio Sensor Networks"],"prefix":"10.1109","author":[{"given":"Amrit","family":"Mukherjee","sequence":"first","affiliation":[{"name":"University of South Bohemia,Department of Computer Science,Ceske Budejovice,Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rudolf","family":"Vohnout","sequence":"additional","affiliation":[{"name":"University of South Bohemia,Department of Computer Science,Ceske Budejovice,Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Milos","family":"Prokysek","sequence":"additional","affiliation":[{"name":"University of South Bohemia,Department of Computer Science,Ceske Budejovice,Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pavan D.","family":"Paikrao","sequence":"additional","affiliation":[{"name":"Dr. D. Y. Patil Institute of Technology,Pune,India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"4","key":"ref1","first-page":"2674","article-title":"Energy-Efficient Spectrum Sensing for Cognitive Radio Sensor Networks Using Machine Learning","volume":"10","author":"Sampaio","year":"2023","journal-title":"IEEE Internet of Things Journal"},{"key":"ref2","first-page":"45212","article-title":"A Hybrid Learning Framework for Dynamic Spectrum Allocation in Cognitive Radio Networks","volume":"11","author":"Wang","year":"2023","journal-title":"IEEE Access"},{"issue":"12","key":"ref3","first-page":"2257","article-title":"Deep Reinforcement Learning-Based Spectrum Decision in Energy-Constrained CRNs","volume":"23","author":"Tang","year":"2023","journal-title":"Sensors"},{"issue":"3","key":"ref4","first-page":"1298","article-title":"Energy-Aware Spectrum Sensing via Feature Selection Using Ensemble Methods in Cognitive Radio","volume":"6","author":"Shahid","year":"2022","journal-title":"IEEE Transactions on Green Communications and Networking"},{"issue":"1","key":"ref5","first-page":"65","article-title":"Machine Learning for Spectrum and Energy Management in IoT-Based Cognitive Radio Networks","volume":"25","author":"Ghosh","year":"2023","journal-title":"IEEE Communications Surveys & Tutorials"},{"issue":"3","key":"ref6","first-page":"312","article-title":"Random Forest Integrated Neural Network for Energy-Saving Routing in Sensor-Aided CRNs","volume":"24","author":"Li","year":"2022","journal-title":"Journal of Communications and Networks"},{"key":"ref7","article-title":"Energy Efficiency Optimization in Cognitive Wireless Networks Using Deep Neural Networks","volume":"2023","author":"Xu","year":"2023","journal-title":"Wireless Communications and Mobile Computing"},{"issue":"2","key":"ref8","first-page":"1552","article-title":"Improved Spectrum Allocation Using RF and Neural Network Hybrid for Industrial CRSNs","volume":"19","author":"Liu","year":"2023","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"3","key":"ref9","first-page":"20","article-title":"Reinforcement and Supervised Learning Solutions for Dynamic Spectrum Assignment","volume":"27","author":"Kumar","year":"2023","journal-title":"IEEE Internet Computing Magazine"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/iccworkshops49005.2020.9145290"},{"key":"ref11","first-page":"102698","article-title":"Energy-Optimal Spectrum Management in Cognitive Radio Sensor Networks Using Hybrid Frameworks","volume":"156","author":"Garcia","year":"2023","journal-title":"Ad Hoc Networks"},{"key":"ref12","first-page":"211","article-title":"Feature Importance Guided Neural Networks for Energy Minimization in CRSNs","volume":"47","author":"Wang","year":"2023","journal-title":"Elsevier Cognitive Radio Systems Technical Journal"},{"issue":"2","key":"ref13","first-page":"366","article-title":"Energy Harvesting Aware Spectrum Allocation in Cognitive Sensor Networks Using Deep Learning","volume":"12","author":"Li","year":"2023","journal-title":"IEEE Wireless Communications Letters"},{"issue":"6","key":"ref14","first-page":"5341","article-title":"Low-Latency Hybrid Machine Learning for CRSN Spectrum Access in Autonomous IoT","volume":"10","author":"Sharma","year":"2023","journal-title":"IEEE Internet of Things Journal"},{"issue":"8","key":"ref15","first-page":"3456","article-title":"Hybrid Approaches to Spectrum Sharing in Large-Scale Cognitive Sensor Networks","volume":"22","author":"Cheng","year":"2023","journal-title":"IEEE Transactions on Mobile Computing"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LSENS.2019.2933908"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE63647.2025.10930060"},{"issue":"C","key":"ref18","first-page":"186","article-title":"Cognitive IoT Framework for Dynamic Spectrum and Resource Allocation Using Machine Learning","volume":"146","author":"Jindal","year":"2023","journal-title":"Future Generation Computer Systems"}],"event":{"name":"2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC)","location":"Las Vegas, NV, USA","start":{"date-parts":[[2026,1,9]]},"end":{"date-parts":[[2026,1,12]]}},"container-title":["2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11366253\/11366254\/11366319.pdf?arnumber=11366319","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T06:16:47Z","timestamp":1770272207000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11366319\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,9]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/ccnc65079.2026.11366319","relation":{},"subject":[],"published":{"date-parts":[[2026,1,9]]}}}