http://localhost:8080/xmlui/handle/123456789/3522 2026-06-23T06:33:40Z 2026-06-23T06:33:40Z Dhawale, V. R. Tidke, J. A. Dudul, S. V. http://localhost:8080/xmlui/handle/123456789/3531 2022-12-29T09:51:05Z 2016-11-12T00:00:00Z

Title: Development of Jordan Elman Neural Network for Classification of Pollen Grains Using Histogram based Features Authors: Dhawale, V. R.; Tidke, J. A.; Dudul, S. V. Abstract: A new classification algorithm is proposed for pollen grains, which play an important role in classification of plants from pollen SEM images.The traditional method of pollen classification is tedious and needs experts from the field of palynology. As pollen grain is a complex pattern, its recognition and classification is a challenging problem and hence neural network and computational intelligence approach may be suitable.In this context, neural network and computational approach might prove more suitable. Jordan Elman Neural Network based classifier is found to be optimal with regard to average classification accuracy on CV dataset. A novel scheme of feature extraction comprising of image histogram coefficients has been suggested. The performance of JE NN has been compared with that of MLP NN and SVM. It is shown that the proposed strategy of classification could provide an efficient alternative to the prevalent method of plant taxonomy.

2016-11-12T00:00:00Z Matale, Sujata Mogal, Pallavi Mogal, Vruttika http://localhost:8080/xmlui/handle/123456789/3523 2022-12-29T09:15:19Z 2015-02-15T00:00:00Z

Title: Privacy-Preserving On Cloud Authors: Matale, Sujata; Mogal, Pallavi; Mogal, Vruttika Abstract: Now a day’s many IT organisation wish to go for cloud computing environment, as there are various advantages of preferring this environment. Many techniques and methods are used to build this cloud environment in order to provide secure access to cloud. Cloud user become free from different data management task, as this data management is done by the third party expert auditor (TPA). But still there are certain security issues of this third party auditor as during this audit TPA can get access to the data in the cloud. Security in cloud has become the most on demand issue to be addressed in cloud computing environment. Various method and techniques are used to provide security in cloud environment. Privacy preserving between cloud and TPA has to be addressed to avoid the data leakages. RSA based homomorphism authenticator was used to encrypt the data. Here, AES instead of RSA is proposed, to increase the efficiency. To speed up the auditing by TPA batch auditing scheme is introduced, which has the ability to audit the files batch wise. Supporting data dynamics is privacy preserving and public auditing has special importance. Care must be taken so that no new vulnerabilities should get introduced.

2015-02-15T00:00:00Z