Journal Title: International Journal of Science Engineering and Advance Technology - Year 2017, Vol 5, Issue 8
Abstract
We examine one profound learning technique named stacked denoising autoencoder (SDA). SDA stacks a few denoising autoencoders and connects the yield of each layer as the learned portrayal. Each denoising autoencoder in SDA is prepared to recoup the information from a ruined form of it. We build up another content portrayal display in view of a variation of SDA: marginalized stacked denoising autoencoders (mSDA), which receives straight rather than nonlinear projection to quicken preparing and minimizes limitless commotion dissemination keeping in mind the end goal to take in more vigorous portrayals. We use semantic data to grow mSDA and create Semantic-upgraded Marginalized Stacked Denoising Autoencoders (smSDA). The semantic data comprises of bullying words.
Authors and Affiliations
G. V. Chakradhar| Final M.Tech Student, Dept of Computer Science and Engineering, Prasiddha College of Engineering and Technology, Anathavaram-Amalapuram-533222, E.g.dt, A.P., V Swamy Naidu| Asst.Professor, Dept of Computer Science and Engineering, Prasiddha College of Engineering and Technology, Anathavaram-Amalapuram-533222, E.g.dt, A.P., M. Veerabhadra Rao| Head of the Department, Dept of Computer Science and Engineering, Prasiddha College of Engineering and Technology, Anathavaram-Amalapuram-533222, E.g.dt, A.P.
Keywords
Related Articles
- EP ID EP17006
- DOI -
- Views 200
- Downloads 8
Energy Efficient Dynamic Wireless Sensor With Certificate Less Effective Key Management Protocol For Secure Communications
To enhance the existing certificate less-effective key management (CL-EKM) protocol for secure correspondence in dynamic WSNs with Energy Efficient System. This numerical model will be used to appraise the best possi...
A Novel Controlled Method Of Transformer Less Cascaded H-Bridge STATCOM
This work is a mix of transformer less static synchronous compensator (STATCOM) and Cascade multilevel Hconnect converter topology. This proposed controller current circle as well as have dc capacitor voltage control....
We propose a protected information sharing plan for dynamic individuals. In the first place, we propose a protected route for key appropriation with no safe correspondence channels, and the clients can safely get the...
Semi Z Source Inverter (QZSI) an improvement to Z Source Inverter (ZSI). The benefits of QZSI can be recorded as lower segment appraisals, decreases exchanging ripples, reduced segment tally and rearranged control te...
The paper proposes the current online multi-modal distance metric learning (OMDML) with another component of expansion to illuminate the Image equivocalness issue utilizing Conditional Random Field (CRF) Algorithm. T...