Deep Learning Techniques, Applications and Challenges: An Assessment

Deep learning is an emerging research area in machine learning and pattern recognition field. Deep learning refers to machine learning techniques that use supervised or unsupervised strategies to automatically learn hierarchical representations in deep architectures for classification. The objective is to discover more abstract features in the higher levels of the representation, by using neural networks which easily separates the various explanatory factors in the data. In the recent years it has attracted much attention due to its state-of-the-art performance in diverse areas like object perception, speech recognition, computer vision, collaborative filtering and natural language processing. 

As the data keeps getting bigger, deep learning is coming to play a key role in providing big data predictive analytics solutions. This paper presents a brief overview of deep learning, techniques, current research efforts and the challenges involved in it. 

By Naina Firdaus | Madhuvan Dixit"Deep Learning Techniques, Applications and Challenges: An Assessment"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14437.pdf 

Direct URL: http://www.ijtsrd.com/engineering/computer-engineering/14437/deep-learning-techniques-applications-and-challenges-an-assessment/naina-firdaus

peer reviewed journals, manuscript submission, call for paper engineering

Retrieval Process in Cloud Computing: An Assessment

This paper presents the survey on data storage and retrieval in cloud computing. In this paper the study on scope and security issues related to data storage and information retrieval in cloud computing is done. Data storage and retrieval with data security is typical issue in today's scenario. The main objective of cloud computing is to enables users with limited computational resources to outsource their large computation workloads to the cloud. 

The integrity and confidentiality of the data uploaded by the user is ensured doubly by not only encrypting it but also providing access to the data only on successful authentication. In this paper the different security problems existing in the cloud was identified and solutions for the same have suggested. 

By Chakrawati Jain | Prof. Avinash Sharma"Retrieval Process in Cloud Computing: An Assessment"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14474.pdf 

Direct URL: http://www.ijtsrd.com/engineering/computer-engineering/14474/retrieval-process-in-cloud-computing-an-assessment/chakrawati-jain

multidisciplinary journal, submit paper online, indexed journal

Significance of Phase Change Materials in Building Construction

Buildings are designed for the sole purpose of maintaining conducive living standards for the occupants. Electrical energy consumption varies significantly during the day and night according to the demand by the industrial, commercial and residential activities. PCMs are regarded as a possible solution for reducing the energy consumption of buildings. These are the materials that could store a large amount of energy in the form of latent heat at a constant temperature without any fluctuations or variations in the temperature. 

Buildings which have large mass will react slowly to changes in heating and cooling demands. This research is done to study the temperature fluctuations at 3 different layers of the model walls (outer face, inner face, intermediate face) throughout the day. The fluctuation of temperature taking 3 different PCMs viz. HS29, HS24 and HS34 are studied. For temperature readings, Arduino Nano processor is used with LM35 temperature sensors connected to the central IC. 

By Dhruv Rajpurohit | Amena I. Tamboli | Chinmay Jadhav | Arpit Gohokar | Sadanand Nanote | Subham Dhote"Significance of Phase Change Materials in Building Construction "

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14473.pdf 

Direct URL: http://www.ijtsrd.com/engineering/civil-engineering/14473/significance-of-phase-change-materials-in-building-construction-/dhruv-rajpurohit

research publication, ugc approved journals for engineering, special issue publication

Smart Speaker using Raspberry Pi

As the software systems are getting more and more complex each day, the ability of the user to put up with this complexity is reducing. An elegant solution to deal with this issue is to build a personal assistant agent which is capable of determining user's habits, preferences and intentions and helping them accordingly. This work discusses on developing a "Smart Speaker using Raspberry Pi". The work aims at the development of a personal voice assistant which can assist users in performing their personal and professional tasks using speech commands and provide more interactive and user-friendly experience. 

The assistant also helps in controlling home appliances and IoT devices and reduce the workload of the user. The major element of the Smart Speaker is the Raspberry Pi. The Raspberry Pi collects speech input and interprets it to manage certain tasks. 

By Mallesh S Jambagi | Basavaraj H | Gagan L | Prateek R Prabhu"Smart Speaker using Raspberry Pi"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14440.pdf 

Direct URL: http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/14440/smart-speaker-using-raspberry-pi/mallesh-s-jambagi

paper publication for student, paper publication for engineering, conference issue publication

Solid Waste Management

In this work, we have sought to outline the basics of conventional hydro-mechanical flight control and its limitations, before addressing how smart materials, specifically shape memory alloys, can help overcome the inherent drawbacks of hydro-mechanical control and also allow design and reliable control of more aerodynamically feasible wing configurations. The advantages of smart materials and the difficulties associated with their implementation in mass produced are also delineated. 

By Dr. Mohan Krishna S A | S V Gunaraman, | Sandeep D"Importance, Relevance and Applications of Smart Materials in Aircraft Control" 

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14405.pdf 

Direct URL: http://www.ijtsrd.com/engineering/mechanical-engineering/14405/importance-relevance-and-applications-of-smart-materials-in-aircraft-control/dr-mohan-krishna-s-a

peer reviewed journal, manuscript submission, call for paper engineering

Importance, Relevance and Applications of Smart Materials in Aircraft Control

In this work, we have sought to outline the basics of conventional hydro-mechanical flight control and its limitations, before addressing how smart materials, specifically shape memory alloys, can help overcome the inherent drawbacks of hydro-mechanical control and also allow design and reliable control of more aerodynamically feasible wing configurations. The advantages of smart materials and the difficulties associated with their implementation in mass produced are also delineated. 

By Dr. Mohan Krishna S A | S V Gunaraman, | Sandeep D"Importance, Relevance and Applications of Smart Materials in Aircraft Control" 

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14405.pdf 

Direct URL: http://www.ijtsrd.com/engineering/mechanical-engineering/14405/importance-relevance-and-applications-of-smart-materials-in-aircraft-control/dr-mohan-krishna-s-a

peer reviewed journal, manuscript submission, call for paper engineering

Matlab Based Image Compression Using Various Algorithm

Image Compression is extremely intriguing as it manages this present reality issues. It assumes critical part in the exchange of information, similar to a picture, from one client to other. This paper exhibits the utilization MATLAB programming to execute a code which will take a picture from the client and returns the compacted structure as a yield. WCOMPRESS capacity is utilized which incorporates wavelet change and entropy coding ideas. 

This paper displays the work done on different sorts of pictures including JPEG (Joint Photographic Expert Group), PNG and so on and broke down their yield. Different pressure procedures like EZW, WDR, ASWDR, and SPIHIT which are exceptionally regular in picture handling are utilized 

By Beenish Khan | Ms. Poonam | Mr. Mohammad Talib"Matlab Based Image Compression Using Various Algorithm"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018,

URL: http://www.ijtsrd.com/papers/ijtsrd14394.pdf 

Direct URL: http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/14394/matlab-based-image-compression-using-various-algorithm/beenish-khan

paper publication, submit paper online, indexed journal