| Record no |
20110304755 |
| Activity status |
Active |
| Working Title |
A METHOD FOR IMPROVING PREDICTION ACCURACY AND GENERALIZATION PERFORMANCE OF ARTIFICIAL NEURAL NETWORK MODELS IN PRESENCE OF INPUT-OUTPUT DATA CONTAINING INSTRUMENTAL NOISE AND/OR MEASUREMENT ERRORS |
| Working Inventors |
KULKARNI BHASKAR DATTATRAY;TAMBE SANJEEV SHRIKRISHNA;LONARI JAYARAM BUDHARI;VALECHA NEELAMKUMAR,;DESHMUKH SANJAY VASANTRAO;SHENOY BHAV ANISHANKAR;RAVICHANDRAN SIVARAMAN; |
| Contributing institutions |
NCL |
| Administered by |
|
| Ownership |
|
| Categories > Subjects |
Chemical engineering and process development |
| Categories > Portfolio |
Modeling/software/algorithms |
| Disclosure number |
2002-INV-0008 |
| NCL No |
2002-NCL-0008 |
| CSIR No |
2002-NF-0185
|
| Priority date |
03-22-2002 |
| Country |
WO |
| Application number |
PCT/IB02/01147 |
| Provisional filing date |
|
| Complete filing date |
03-26-2002 |
| Publication status |
Yes |
| Publication date |
10-02-2003 |
| Publication no |
WO/2003/081527 |
| Granted number |
|
| Granted date |
|
| Final title |
IMPROVED PERFORMANCE OF ARTIFICIAL NEURAL NETWORK MODELS IN THE PRESENCE OF INSTRUMENTAL NOISE AND MEASUREMENT ERRORS |
| Final Inventors |
KULKARNI BHASKAR DATTATRAY;TAMBE SANJEEV SHRIKRISHNA;LONARI JAYARAM BUDHARI;VALECHA NEELAMKUMAR,;DESHMUKH SANJAY VASANTRAO;SHENOY BHAV ANISHANKAR;RAVICHANDRAN SIVARAMAN; |
| Abstract |
method is described for improving the prediction accuracy and generalization performance of artificial neural network models in presence of input output example data containing instrumental noise and or measurement errors the presence of noise and or er |
| Case status |
Complete specification filed |
| Licensing status |
Never licensed/assigned + Project related encumbrances exist |
| Licensing case no |
1999-LIC-01 |
| Client name |
Reliance Industries Limited |
| Lead inventors |
BHASKAR DATTATRAYA KULKARNI |
| Categories > Industry > Primary |
Work generic in nature and is relevant for several sectors |
| Categories > Industry > other |
|