{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:00:23Z","timestamp":1743026423120,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":16,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811604928"},{"type":"electronic","value":"9789811604935"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-981-16-0493-5_27","type":"book-chapter","created":{"date-parts":[[2021,2,19]],"date-time":"2021-02-19T16:27:33Z","timestamp":1613752053000},"page":"302-312","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning Model Based Expert System for Pig Disease Diagnosis"],"prefix":"10.1007","author":[{"given":"Khumukcham","family":"Robindro","sequence":"first","affiliation":[]},{"given":"Ksh. Nilakanta","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Leishangthem Sashikumar","family":"Singh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,2,19]]},"reference":[{"key":"27_CR1","doi-asserted-by":"publisher","unstructured":"Haldar, A., et al.: Smallholder pig farming for rural livelihoods and food security in North East India. J. Animal Res. 7, 471 (2017). https:\/\/doi.org\/10.5958\/2277-940X.2017.00070.5","DOI":"10.5958\/2277-940X.2017.00070.5"},{"key":"27_CR2","unstructured":"Chauhan, A., Patel, B.H.M., Maurya, R., Kumar, S., Shukla, S., Kumar, S.: Pig production system as a source of livelihood in indian scenario: an overview. Int. J. Sci. Environ. ISSN 2278\u20133687 (O) and Technology, 5(4), 2089\u20132096 (2016)"},{"key":"27_CR3","doi-asserted-by":"publisher","unstructured":"Jung-Gen, W., Yu, H.H., William, P.-C.H., David, Y.Y.Y.: A model-based expert system for digital system design. IEEE Des. Test 7(6), 24\u201340 (1990). https:\/\/doi.org\/10.1109\/54.64955","DOI":"10.1109\/54.64955"},{"key":"27_CR4","unstructured":"Farpailin, M., Sujate, C., Neramit, S., Supaporn, T.: Development of expert system program for pre-diagnosis of important swine gastrointestinal diseases in Thailand. Kasetsart J. (Nat. Sci.) 46, 996\u20131008 (2012)"},{"key":"27_CR5","unstructured":"Maryam, H., Alaa, E., Abdallah, Y.: Animal Knowledge based Systems in Egypt. Int. J. Comput. Appl. 71(21), 0975\u20138887 (2013)"},{"key":"27_CR6","doi-asserted-by":"publisher","unstructured":"Zetian, F., Feng, X., Yun, Z., Xiaoshuan, Z.: Pig-vet: a web-based expert system for pig disease diagnosis. Expert Syst. Appl. 29, 93\u2013103 (2005). https:\/\/doi.org\/10.1016\/j.eswa.2005.01.011","DOI":"10.1016\/j.eswa.2005.01.011"},{"key":"27_CR7","doi-asserted-by":"publisher","unstructured":"Engidu, K.G.A., Taddesse, F.G., Assalif, A.T.: Web based expert system for diagnosis of cattle disease. In: Proceedings of the 10th International Conference on Management of Digital EcoSystems (MEDES 2018). Association for Computing Machinery, New York, NY, USA, 66\u201373 (2018). https:\/\/doi.org\/10.1145\/3281375.3281400","DOI":"10.1145\/3281375.3281400"},{"key":"27_CR8","unstructured":"Suresh, K.P., Rashmi Kurli, D., Dheeraj, R., Roy, P.: Application of Artificial Intelligence for livestock disease prediction. Indian Farming 69(03), 60\u201362 (2019)"},{"key":"27_CR9","doi-asserted-by":"publisher","unstructured":"Wan, L., Bao, W.: Animal disease diagnoses expert system based on SVM. In: Third IFIP TC 12 International Conference on Computer and Computing Technologies in Agriculture III (CCTA), Beijing, China. pp. 539\u2013545 (2009). https:\/\/doi.org\/10.1007\/978-3-642-12220-0_78.hal-01055402","DOI":"10.1007\/978-3-642-12220-0_78.hal-01055402"},{"key":"27_CR10","unstructured":"Shrivastava, H., Sridharan, S.: Conception of data preprocessing and partitioning procedure for machine learning algorithm. Int. J. Recent Adv. Eng. Technol. (IJRAET), 1(3) (ISSN) 2347\u20132812 (2013)"},{"key":"27_CR11","unstructured":"Kotsiantis, S., Kanellopoulos, D., Pintelas, P.: Data preprocessing for supervised learning. Int. J. Comput. Sci. 1, 111\u2013117 (2006)"},{"key":"27_CR12","unstructured":"Malik, J.S., et al.: A Comprehensive Approach Towards Data Preprocessing Techniques & Association Rules (2010)"},{"key":"27_CR13","doi-asserted-by":"publisher","unstructured":"Bachu, V., Anuradha, J.: A review of feature selection and its methods. Cybern. Inf. Technol. 19, 3 (2019). https:\/\/doi.org\/10.2478\/cait-2019-0001","DOI":"10.2478\/cait-2019-0001"},{"key":"27_CR14","unstructured":"Nasreen, S.: A survey of feature selection and feature extraction techniques in machine learning. In: SAI (2014)"},{"key":"27_CR15","doi-asserted-by":"publisher","first-page":"1276","DOI":"10.3390\/app10041276","volume":"10","author":"E Rend\u00f3n","year":"2020","unstructured":"Rend\u00f3n, E., Alejo, R., Castorena, C., Isidro-Ortega, F.J., Granda-Guti\u00e9rrez, E.E.: Data sampling methods to deal with the big data multi-class imbalance problem. Appl. Sci. 10, 1276 (2020)","journal-title":"Appl. Sci."},{"key":"27_CR16","unstructured":"Alberto, F., Salvador, G., Francisco, H., Nitesh, V.C.: SMOTE for learning from imbalanced data. progress and challenges, marking the 15-year anniversary. J. Artif. Int. Res. 61(1), 863\u2013905 (2018)"}],"container-title":["Communications in Computer and Information Science","Recent Trends in Image Processing and Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-16-0493-5_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,19]],"date-time":"2021-02-19T16:43:30Z","timestamp":1613753010000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-16-0493-5_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9789811604928","9789811604935"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-981-16-0493-5_27","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"19 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"RTIP2R","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Recent Trends in Image Processing and Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Aurangabad","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":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 January 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 January 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"rtip2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.rtip2r-conference.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"329","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"78","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"24% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5-7","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}