TY - BOOK AV - none ID - scholars19093 TI - Machine Learning Application Guidelines in Flow Assurance SP - 175 N2 - In this chapter guidelines for conducting an effective machine learning based prediction models in flow assurance areas is presented with much emphasis of data availability, data representation and model selection. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023. N1 - cited By 0 PB - Springer Nature SN - 9783031242311; 9783031242304 Y1 - 2023/// EP - 177 A1 - Bavoh, C.B. A1 - Lal, B. UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174776536&doi=10.1007%2f978-3-031-24231-1_10&partnerID=40&md5=929af7ae1450461801a9457b6fb11f27 ER -