Papers by Mudra Doshi [UCOE]
The real-time gender classification based on facial images is proposed by an approach using a con... more The real-time gender classification based on facial images is proposed by an approach using a convolutional neural network (CNN). In contrast with the other CNN solutions that were implied over the pattern recognitions the CNN architecture which has been put forward displays a much reduction in design complications. The count of processing layers in the CNN is decreased by only four due to which it leads to meld the convolutional and sub sampling layers. However in conventional CNNs, we replace the convolution operation with cross-correlation, so it reduces the computational load. The perspective used for either evaluating or distinguishing these characteristics from the images of the facial features have been relied on variation from the element of facial measurements or ”modified” face descriptors. The results are corresponding to a classification which is better at its performance and also while verifying that the proposed CNN is an effective real-time solution for gender recogni...
Knowledge discovery is an important process in data mining wherein data can be analyzed from diff... more Knowledge discovery is an important process in data mining wherein data can be analyzed from different perspectives and summarized for future use. One of the most widely used data mining process is association rule mining. Association rules are created by analyzing data for frequent patterns and by using the criteria support and confidence to identify the most important relationships. However, there are some other challenging rule mining topics like negative association rule mining. In this research, a rule mining approach has been proposed that provides efficient solution using positive and negative association rule computation on Asynchronous JavaScript and XML (AJAX) data. In association rule mining rules are created and important relationships identified by analyzing data for frequent pattern using criteria support and confidence. A Horizontal Tree Approach is proposed for efficient data processing. The performance of this approach is compared with Apriori and FP-Growth algorithm.
International Journal of Advance Research, Ideas and Innovations in Technology, 2019
A clever helmet protected built-in electronics offering safety and convenience features. Helmet p... more A clever helmet protected built-in electronics offering safety and convenience features. Helmet points include a global finding system. The helmet is conscious of the user's location and interactions with the environment. The helmet can furnish records to a user, screen the user's actions and condition, and send records to others about user's place and condition. Biker’s protection is incredibly comprised if they don’t wear a helmet which is a nicely recognized fact. But then also humans keep away from carrying a helmet. Besides each time accident occurs, humans are reluctant to help a victim and the time lengthen in attaining of an ambulance can decrease existence saving possibilities of the victim. Many a times mother and father are additionally involved and don’t comprehend of where about of son. Even if our bike is stolen then probabilities of getting it lower back are also slim. For all the above problems, we motive a totally new applied sciences solution, where a c...
International Journal of Recent Trends in Engineering and Research
Cloud computing is one of the most widely used technologies in today's generation, which has chan... more Cloud computing is one of the most widely used technologies in today's generation, which has changed the nature of organizations. Applications of cloud computing extend in real-time scenarios like a better business, or communication. Advancement in Cloud computing and IoT can bring together and applied for solving real-time problems. Allocation of the parking slot for vehicles in metro cities is one such real-time problem. We have combined the IOT technology and cloud computing to develop an enhanced intelligent parking system. It helps the user to find the space for parking their vehicle with a Smartphone application using their location and suggest them the nearest available parking slot. After getting the parking slot user has to make payment using their Smartphone application. It will also suggest a new car parking slot if current parking is full. This system will fully work on a wireless network, Cloud computing is used for storing real-time data of sensors and helps in managing the user data. This system can be used in Autonomous cars to find and occupy the vacant spaces. This helps to improve the probability of successful parking and it will minimize the user waiting time.
2020 International Conference on Convergence to Digital World - Quo Vadis (ICCDW), 2020
India currently has no central health monitoring system in place which can provide a single platf... more India currently has no central health monitoring system in place which can provide a single platform for storing Medical records of all the citizens of our country in a systematic and secured manner. In this research, we develop a system that will not only provide a record storing platform rather, a system that can be used to perform analysis on the records stored and produce output by the means of data mining which could be used for multiple agencies like Government, Pharmaceuticals Company, and Hospitals to benefit from services like Epidemic predictability based on Preset benchmarks, help in maintaining appropriate stock of medicine, serve as Electrical Medical Records (EMRs), etc. The highlight of this research is the use of two emerging paradigm changing technologies in the medical domain, which are Blockchain and IPFS. The use of these two technologies along with the architecture model suggested in this paper can efficiently reduce the problem of security breaches faced by mos...
International Journal of Advance Research Ideas and Innovations in Technology
A clever helmet protected built-in electronics offering safety and convenience features. Helmet p... more A clever helmet protected built-in electronics offering safety and convenience features. Helmet points include a global finding system. The helmet is conscious of the user's location and interactions with the environment. The helmet can furnish records to a user, screen the user's actions and condition, and send records to others about user's place and condition. Biker's protection is incredibly comprised if they don't wear a helmet which is a nicely recognized fact. But then also humans keep away from carrying a helmet. Besides each time accident occurs, humans are reluctant to help a victim and the time lengthen in attaining of an ambulance can decrease existence saving possibilities of the victim. Many a times mother and father are additionally involved and don't comprehend of where about of son. Even if our bike is stolen then probabilities of getting it lower back are also slim. For all the above problems, we motive a totally new applied sciences solution, where a circuit working is reader will be installed internal the bike. When this reader will feel the RF Id signal from helmet transmit sign only if the helmet is positioned on the head due to the fact of which a hidden swap gets activated and helmet transmits the RF signal.
2014 International Conference on Advances in Communication and Computing Technologies (ICACACT 2014), 2014
ABSTRACT
2014 International Conference on Circuits, Systems, Communication and Information Technology Applications (CSCITA), 2014
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Papers by Mudra Doshi [UCOE]