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| 1 | Support vector regression modeling in recursive just-in-time learning framework for adaptive soft sensing of naphtha boiling point in crude distillation unit显示文摘Prediction of primary quality variables in real time with adaptation capability for varying process conditions is a critical task in process industries.This article focuses on the development of non-linear adaptive soft sensors for prediction of naphtha initial boiling point(IBP)and end boiling point(EBP)in crude distillation unit.In this work,adaptive inferential sensors with linear and non-linear local models are reported based on recursive just in time learning(JITL)approach.The different types of local models designed are locally weighted regression(LWR),multiple linear regression(MLR),partial least squares regression(PLS)and support vector regression(SVR).In addition to model development,the effect of relevant dataset size on model prediction accuracy and model computation time is also investigated.Results show that the JITL model based on support vector regression with iterative single data algorithm optimization(ISDA)local model(JITL-SVR:ISDA)yielded best prediction accuracy in reasonable computation time. | Venkata Vijayan S Hare Krishna Mohanta Ajaya Kumar Pani | 2021 | Petroleum Science2021，18，4： | 3 |
| 2 | Molecular cross-regulation between PPAR-γ and other signaling pathways: Implications for lung cancer therapy显示文摘 | Ajaya Kumar Reka Moloy T. Goswami Rashmi Krishnapuram Theodore J. Standiford Venkateshwar G. Keshamouni | 2011 | Lung Cancer2011，，2： | 2 |
| 3 | Short-term and long-term Interconnectedness of stock returns in Western Europe and the global market显示文摘Background:The present study examines the short term dynamics and long term equilibrium relationship among the stock markets of 17 countries in Western Europe as well as the world market,using time series techniques.Methods:Weekly returns of market benchmark indices of the respective countries are used from the second week of 1995 to the fourth week of December 2013.Results:The study finds that the market returns of Austria,Belgium,the Netherlands,and France are relatively less dynamically interlinked as compared with Britain,Denmark,Finland,Germany,Portugal,Spain,Sweden,Switzerland,Greece,Ireland,Luxembourg,and Norway,which are quite dynamically interlinked within the region as well as with the MSCI world index.Conclusion:There exists a strong long run equilibrium relationship between the return distributions of the stock markets within the region. | Ajaya Kumar Panda Swagatika Nanda | 2017 | Financial Innovation2017，3，1： | 2 |
| 4 | The influence of the ionic concentration, concentration of the polymer, degree of neutralization and chain extension on biodegradable aqueous polyurethane dispersions prepared by the acetone process显示文摘 | Ajaya K N Douglas A W | 2006 | Polymer2006，，47： | 1 |
| 5 | Anticancer and immunostimulatory compounds from Andrographis paniculata显示文摘 | Ajaya Kumar R Sridevi K Vijaya Kumar N Nanduri S Rajagopal S | 2004 | J Eth- nopharmacol2004，92，： | 1 |
| 6 | Pulse Reverse Electrodeposition of Cu-SiC Nanocomposite Coating: Effects of Surfactants and Deposition Parameters显示文摘 | Ajaya Kumar Pradhan Siddhartha Das | 2014 | Metallurgical and Materials Transactions A2014，，： | 1 |
| 7 | Soft sensing of particle size in a grindingprocess : application of support vector regression, fuzzy inference andadaptive neuro fuzzy inference techniques for online monitoring ofcement fineness显示文摘 | Ajaya K P Hare K M | 2014 | Powder Technology2014，，264： | 1 |
| 8 | Cu: AI Nano Catalyst for Selective Hydrogenolysis of Glycerol to 1,2-Propanediol显示文摘 | Rasika B Mane Amol M Hengne AjayA Ghalwadkar | 2010 | Catal Lett2010，135，： | 1 |
| 9 | A novel and sensi- tive kinetic method for the determination of malathion u- sing chromogenic reagent 显示文摘 | Garima P P Ajaya K S Lata D | 2014 | Microchem J2014，113，： | 1 |
| 10 | The Influence of the Ionic Concentration, Concentration of the Polymer, Degree of Neutralization and Chain Extension on Aqueous Polyurethane Dispersions Prepared by the Acetone Process显示文摘 | Ajaya K. Nanda Douglas A. Wicks | | 0，，47： | 1 |
| 11 | Mass hysteria and adolescent girl:An Interventional study显示文摘 | PUSHPA PS AJAYA KJ ANISH JR | 2010 | NJOG2010，5，1： | 1 |
| 12 | Anticancer and immunostimulatory compounds from Andrographis paniculata 显示文摘 | Ajaya KR Sridevi K Vijaya KN | 2004 | Journal of Ethnopharmacology2004，92，23： | 1 |
| 13 | The influence of the ionic concentration, concentration of the polymer, degree of neutralization and chain extension on aqueous polyurethane dispersions prepared by the acetone process显示文摘 | Ajaya K. Nanda Douglas A. Wicks | 2006 | Polymer2006，，6： | 1 |
| 14 | Effect of ionic content,solid content,degree of neutralization,and chain extension on aqueous polyurethane dispersions prepared by prepolymer method显示文摘 | Ajaya K Nanda Douglas A Wicks Samy A Madbouly | 2005 | Journal of Applied Polymer Science2005，98，： | 1 |
| 15 | Combustion and SO2-NOx emissions of bituminous coal particles treated with calcium magnesium acetate 显示文摘 | Atal Ajaya | 1995 | Fuel1995，74，4： | 1 |
| 16 | Optimization of mycophenolic acid production in solid-state fermentation using response surface methodology显示文摘 | Sadhukhan A K Ramana M V Ajaya K R | 1999 | Journal of Industrial Microbiology and Biotechnology1999，22，： | 1 |
| 17 | The influence of the ionic concentration,concentration of the polymer,degree of neutralization and chain extension on aqueous polyurethane dispersions prepared by the acetone process显示文摘 | Ajaya K Nanda Douglas A Wicks | 2006 | Polymer2006，47，： | 1 |
| 18 | Effects of flavonoids on vascular smooth muscle of the isolated rat thoracic aorta显示文摘 | Machha Ajaya | 2003 | Life Sciences2003，74，9： | 1 |
| 19 | Light intensity- dependent modulation of chlorophyll b biosynthesis and photosynthesis by overexpression of chlorophyllide a oxygenase in tobaceo显示文摘 | Ajaya K B Gopal K P Shiv S P | 2012 | plant physiology2012，159，： | 1 |
| 20 | Clinicoradiological factors influencing the reversibility of posterior reversible encephalopathy syndrome:a multicenter study显示文摘 | Ajaya R Pande Kumiko A | 2006 | Radiat Med2006，24，10： | 1 |
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