{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T04:04:36Z","timestamp":1749182676128,"version":"3.41.0"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031789397","type":"print"},{"value":"9783031789403","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-78940-3_42","type":"book-chapter","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T06:07:20Z","timestamp":1749103640000},"page":"398-406","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Machine Learning Algorithm-Based Automated Transport System for Predicting Traffic Flow"],"prefix":"10.1007","author":[{"given":"Rajesh","family":"Tiwari","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sheo","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Narasimha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Golla","family":"Saidulu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Banothu","family":"Ramji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Maheswari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,6]]},"reference":[{"key":"42_CR1","doi-asserted-by":"publisher","unstructured":"Meena, G., Sharma, D., Mahrishi, M.: Traffic prediction for intelligent transportation system using ML (2020). https:\/\/doi.org\/10.35940\/ijeat.D2426.0410421","DOI":"10.35940\/ijeat.D2426.0410421"},{"key":"42_CR2","doi-asserted-by":"publisher","unstructured":"Huang, S.: Road traffic congestion prediction based on a hybrid random forest and DBSCAN model (2020). https:\/\/doi.org\/10.1109\/ICSGEA51094.2020.00075","DOI":"10.1109\/ICSGEA51094.2020.00075"},{"key":"42_CR3","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1049\/ntw2.12019","volume":"10","author":"S Chilakala","year":"2021","unstructured":"Chilakala, S., Saxena, A., Vunnava, A.: Energy-efficient reporting scheme for cognitive radio networks. IET Netw. 10, 110\u2013117 (2021). https:\/\/doi.org\/10.1049\/ntw2.12019","journal-title":"IET Netw."},{"issue":"10","key":"42_CR4","doi-asserted-by":"publisher","first-page":"1176","DOI":"10.3390\/electronics10101176","volume":"10","author":"S Vadivel","year":"2021","unstructured":"Vadivel, S., Konda, S., Balmuri, K.R., Stateczny, A., Parameshachari, B.D.: Dynamic route discovery using modified grasshopper optimization algorithm in wireless ad-hoc visible light communication network. Electronics 10(10), 1176 (2021). https:\/\/doi.org\/10.3390\/electronics10101176","journal-title":"Electronics"},{"key":"42_CR5","doi-asserted-by":"publisher","first-page":"1697","DOI":"10.1007\/s11277-021-08111-0","volume":"118","author":"B Premalatha","year":"2021","unstructured":"Premalatha, B., Srikanth, G., Abhilash, G.: Design and analysis of multi band notched MIMO antenna for portable UWB applications. Wireless Pers. Commun. 118, 1697\u20131708 (2021). https:\/\/doi.org\/10.1007\/s11277-021-08111-0","journal-title":"Wireless Pers. Commun."},{"key":"42_CR6","doi-asserted-by":"publisher","unstructured":"Koyi, L.P., Borra, T., Prasad, G.L.V.: A research survey on state of the art heart disease prediction systems. In: 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS), Coimbatore, India, pp. 799\u2013806 (2021). https:\/\/doi.org\/10.1109\/ICAIS50930.2021.9395785","DOI":"10.1109\/ICAIS50930.2021.9395785"},{"key":"42_CR7","doi-asserted-by":"publisher","unstructured":"Cherukuri, N., Bethapudi, N.R., Thotakura, V.S.K., Chitturi, P., Basha, C.Z., Mummidi, R.M.: Deep learning for lung cancer prediction using NSCLS patients CT information. In: 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS), Coimbatore, India, pp. 325\u2013330 (2021). https:\/\/doi.org\/10.1109\/ICAIS50930.2021.9395934","DOI":"10.1109\/ICAIS50930.2021.9395934"},{"key":"42_CR8","doi-asserted-by":"publisher","unstructured":"Samdekar, R., Ghosh, S.M., Srinivas, K.: Efficiency enhancement of intrusion detection in IoT based on machine learning through bioinspired. In: 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), Tirunelveli, India, pp. 383\u2013387 (2021). https:\/\/doi.org\/10.1109\/ICICV50876.2021.9388392","DOI":"10.1109\/ICICV50876.2021.9388392"},{"key":"42_CR9","doi-asserted-by":"publisher","first-page":"e4658","DOI":"10.1002\/dac.4658","volume":"34","author":"G Dinesh","year":"2021","unstructured":"Dinesh, G., Venkatakrishnan, P., Jeyanthi, K.M.A.: Modified spider monkey optimization\u2014an enhanced optimization of spectrum sharing in cognitive radio networks. Int. J. Commun. Syst. 34, e4658 (2021). https:\/\/doi.org\/10.1002\/dac.4658","journal-title":"Int. J. Commun. Syst."},{"key":"42_CR10","doi-asserted-by":"publisher","unstructured":"Arunachalam, P., Venkatakrishnan, P., Janakiraman, N.: Histopathology image classification for soft tissue sarcoma in limbs using artificial neural networks. In: 2021 6th International Conference on Inventive Computation Technologies (ICICT), Coimbatore, India, pp. 778\u2013785 (2021). https:\/\/doi.org\/10.1109\/ICICT50816.2021.9358635","DOI":"10.1109\/ICICT50816.2021.9358635"},{"key":"42_CR11","doi-asserted-by":"publisher","unstructured":"Tiwari, V., Naidu, A.S., Singh, A., Saxena, A.: Construction of 4 \u00d7 4 MDS matrices for lightweight block ciphers. In: 2021 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Hyderabad, India, pp. 254\u2013259 (2021). https:\/\/doi.org\/10.1109\/ANTS52808.2021.9936970","DOI":"10.1109\/ANTS52808.2021.9936970"},{"key":"42_CR12","doi-asserted-by":"publisher","unstructured":"Tiwari, R., et al.: An artificial intelligence-based reactive health care system for emotion detections. Comput. Intell. Neurosci. 2022, Article ID 8787023 (2022). https:\/\/doi.org\/10.1155\/2022\/8787023","DOI":"10.1155\/2022\/8787023"},{"key":"42_CR13","doi-asserted-by":"publisher","first-page":"756","DOI":"10.1016\/j.egyr.2022.10.027","volume":"8","author":"T Jayakumar","year":"2022","unstructured":"Jayakumar, T., et al.: Machine learning approach for prediction of residual energy in batteries. Energy Rep. 8, 756\u2013764 (2022)","journal-title":"Energy Rep."},{"key":"42_CR14","doi-asserted-by":"crossref","unstructured":"Subramanian, M., Shankar Nayak Bhukya, R., Vijaya Prakash, K., Raju, N., Ray, S., Pandian, M.: Deploy machine learning model for effective bank telemarketing campaign. In: 2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE), pp. 1\u20136. IEEE (2023)","DOI":"10.1109\/ICDCECE57866.2023.10150462"}],"container-title":["Lecture Notes in Networks and Systems","Bio-Inspired Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78940-3_42","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T06:07:22Z","timestamp":1749103642000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78940-3_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789397","9783031789403"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78940-3_42","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"6 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IBICA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Innovations in Bio-Inspired Computing and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kochi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ibica2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.mirlabs.net\/ibica23\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}