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| 1 | Evaluation and prediction of blast induced ground vibration using support vector machine显示文摘We present the application of Support Vector Machine (SVM) for the prediction of blast induced ground vibration by taking into consideration of maximum charge per delay and distance between blast face to monitoring point. To investigate the suitability of this approach, the predictions by SVM have been compared with conventional predictor equations. Blast vibration study was carried out at Magnesite mine of Pithoragarh, India. Total 170 blast vibrations data sets were recorded at different strate-gic and vulnerable locations in and around to mine. Out of 170 data sets, 150 were used for the training of the SVM network as well as to determine site constants of different conventional predictor equations, whereas, 20 new randomly selected data sets were used to compare the prediction capability of SVM network with conventional predictor equations. Results were compared based on Co-efficient of Determination (CoD) and Mean Absolute Error (MAE) between monitored and predicted values of Peak Particle Veloc-ity (PPV). It was found that SVM gives closer values of predicted PPV as compared to conventional predictor equations. The coef-ficient of determination between measured and predicted PPV by SVM was 0.955, whereas it was 0.262, 0.163, 0.337 and 0.232 by USBM, Langefors-Kihlstrom, Ambraseys-Hendron and Bureau of Indian Standard equations, respectively. The MAE for PPV was 11.13 by SVM, whereas it was 0.973, 1.088, 0.939 and 1.292 by USBM, Langefors-Kihlstrom, Ambraseys-Hendron and Bureau of Indian Standard equations respectively. | KHANDELWAL M KANKAR P K HARSHA S P | 2010 | Mining Science and Technology2010，20，1： | 12 |
| 2 | Optimal planning and design of a renewable energy based supply system for microgrids显示文摘 | Omar Hafez Kankar Bhattacharya | 2012 | Renewable Energy2012，，： | 3 |
| 3 | Optimal investment planning for distributed generation in a competitive electricity market显示文摘 | WALID E K KANKAR B YASSER H | 2004 | IEEE Transactions on Power Systems2004，19，3： | 1 |
| 4 | Inbreeding and extinction in a butterfly meta population显示文摘 | Saccheri I Kuussaari M Kankare M | 1998 | Nature1998，392，： | 1 |
| 5 | Optimal planning and design of a renewable energy based supply system for microgrids显示文摘 | Omar Hafez Kankar Bhattacharya | 2012 | Renewable Energy2012，，： | 1 |
| 6 | Real time optimal interruptible tariff mechanism incorporatiog utility-custormer interactions显示文摘 | Math H J Bollen Jaap E Daalder | 2000 | IEEE Transactions on Power Systems2000，15，2： | 1 |
| 7 | Competitive Framework for Procurement of Interruptible Load Services 显示文摘 | Le Anh Tuan Kankar Bhattacharya | 2003 | IEEE Transactions on Power Systems2003，18，2： | 1 |
| 8 | The effect of xanthine oxidase and superoxide dismutase as well as cell counts on the oxidation of fat in bovine milk显示文摘 | Kankare V Antila V | 1982 | Finnish Journal of Dairy Science1982，2，： | 1 |
| 9 | An unusual route tothermostability disclosed by the comparison of Thermus ther-mophilus and Escherichia coli inorganic pyrophosphatases显示文摘 | Salminen T Teplyakov A Kankare J | 1996 | Protein Sci1996，5，6： | 1 |
| 10 | Optimal planning and design of a renewable energy based supply system for microgrids显示文摘 | Omar Hafez Kankar Bhatta eharya | 2012 | Renewable Energy2012，，45： | 1 |
| 11 | Surgical or Nonoperative Treatment for Lumbar Spinal Stenosis?: A Randomized Controlled Trial显示文摘 | Antti Malmivaara P?r Sl?tis Markku Heli?vaara P?ivi Sainio Heikki Kinnunen Jyrki Kankare Nina Dalin-Hirvonen Seppo Seitsalo Arto Herno Pirkko Kortekangas Timo Niinim?ki Hannu R?nty Kaj Tallroth Veli Turunen Paul Knekt Tommi H?rk?nen Heikki Hurri | 2007 | Spine2007，，1： | 1 |
| 12 | Fault diagnosis of a rotorbearing system using response surface method显示文摘 | Kankar P K Harsha S P | 2009 | European Journal of Mechanics A/Solids2009，28，4： | 1 |
| 13 | The mechanism of the electrogenerated chemiluminescence of luminol in aqueous alkaline solution显示文摘 | Haapakka K E Kankare J J | 1982 | Anal Chim Acta1982，138，： | 1 |
| 14 | The Effect of Ball Waviness on Nonlinear Vibration Associated with Roll- ing Element Bearing 显示文摘 | Harsha S P Natra J C Kankar P K | 2006 | International Journal of A- coustics and Vibration2006，11，： | 1 |
| 15 | Fault Diagnosis of Ball Bearings Using Machine Learning Methods显示文摘 | Kankar P K Sharma S C Harsha S P | 2011 | Expert Systems with Applications2011，38，3： | 1 |
| 16 | Prediction of blast-induced air overpressure using support vector machine显示文摘 | Khandelwal M Kankar PK | | 0，，3： | 1 |
| 17 | Inbreeding and extinction in a batterfly metapopulation显示文摘 | Saccheri I Kuussaari M Kankare M | 1998 | Nature1998，，392： | 1 |
| 18 | Separation of Ovomucin subunits by gel filtration: enhanced resolution of subunits by using a dualcolumn system显示文摘 | HIIDENHOVI J ARO H KANKARE V | 1999 | J Agric Food them1999，47，3： | 1 |
| 19 | Treading on fuzzy grounds: Evaluation prac-tices in managing complexities显示文摘 | Kankare I | 2008 | Evaluation2008，14，1： | 1 |
| 20 | Fault diagnosis of ball bearings using machine learning methods 显示文摘 | Kankar P K Sharma S C Harsha S P | 2011 | Expert Systems with Applications2011，38，3： | 1 |
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