MANIFOLD LEARNING AND CLUSTERING FOR AUTOMATED PHASE IDENTIFICATION AND ALIGNMENT IN DATA DRIVEN MODELING OF BATCH PROCESSES

Manifold Learning and Clustering for Automated Phase Identification and Alignment in Data Driven Modeling of Batch Processes

Processing data that originates from uneven, multi-phase batches is a challenge in data-driven modeling.Training predictive and monitoring models requires the data to be in the right shape to be informative.Only then can a model learn meaningful features that describe the deterministic variability of the process.The presence of multiple phases in t

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Ethnic meat products of Kashmiri wazwan: a review

Wazwan, the Kashmiri Magnetic Brake Assembly cuisine, is a unique and inseparable component of Kashmiri culture.It comprises from seven to 36 dishes of mutton or beef, chicken, fruits, and vegetables.The important ethnic meat products of wazwan include kabab, tabak maaz, aab gosh, rogan josh, nate-yakhni, rista, and goshtaba.The ethnic meat product

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Adolescent gynecomastia is associated with a high incidence of obesity, dysglycemia, and family background of diabetes mellitus

Background: Gynecomastia during adolescence is common Fondue Fountain though etiology is not clear.We studied the clinical and hormonal profile of adolescent patients with gynecomastia.Methodology: Patients who had onset of breast development between age 10 and 20 years were included in this study.Their clinical profile, biochemical, and hormonal p

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