IEEE Punecon
2021 IEEE Pune Section International Conference (PuneCon)
16-19 Dec. 2021
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Proceedings
The proceedings of this conference will be available for purchase through Curran Associates.
Pune Section International Conference (PuneCon), 2021 IEEE
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[Chief Guest and Valedictory - Chief Guest]
Provides an abstract of the keynote presentation and may include a brief professional biography of the presenter. The complete presentation was not made available for publication as part of the conference proceedings.Show More
Effect of Hyperparameters on Backpropagation
Publication Year: 2021,Page(s):1 - 5
Cited by: Papers (1)
In machine learning algorithms, parameters and hy-perparameters are important properties in the training process. Parameters are modified through machine learning algorithms while hyperparameters are the parameters that are adjusted manually to achieve the desired accuracy and increase efficiency. In neural networks, weights are parameters while hyper-parameters include layer size, momentum, learn...Show More
A Transfer Learning Approach for Descriptive Question Answering System
Gourishankar Bansode;Dhananjay Kumar Jha;Atharva Hasabnis;Abinash Nayak;Reena Pagare
Publication Year: 2021,Page(s):1 - 7
In this era of data explosion, where data is streaming at an exponential rate, efficient strategies of data processing have become an important aspect. The paper focuses on study of current “tate-of-the-art models” and proposes a Transfer learning approach with BERT model fine-tuned on SQuAD v2.0 dataset and improving the overall results based on speed and scaling factors and extending the reach o...Show More
Objective: In the current coronavirus situation around the globe, there are many challenges in front of the doctors & health workers carrying out their duty in hospitals/isolation wards. The direct contact with affected patients despite ensuring safety measures has led to the loss of many lives of the frontline workers. Thus, it is valuable to design an autonomous robot system that can fulfill dai...Show More
Investigation of Mach Number Independence Principle for a Two-Dimensional Wedge
Publication Year: 2021,Page(s):1 - 6
Oswatitsch's independence principle is of primary importance in aerothermodynamics, particularly for high-speed vehicles. In accordance with this principle, force coefficients measured experimentally for a certain design at Mach 10 (e.g.) hold up under all higher Mach numbers, i.e., Mach> 10, provided the flow is inviscid and perfect gas. In any case, once the surface temperature exceeds a critica...Show More
Covid Protocol Management System-Application and Algorithm
Akhilesh Joshi;Indraja Dandekar;Ashutosh Dandekar;Nitin Patil;Pankaj Awate;Sawan Wani
Publication Year: 2021,Page(s):1 - 6
The outbreak of COVID-19 began in China in the month December 2019, and gradually spread all over the world in the following two or three months. The lockdown has been implemented since last year in most parts of the world to avoid the threat of infection. The entire global economy had somewhat halted for nearly one year. The business sectors including manufacturing, service, education, tourism, a...Show More
Mining Heterogeneous Information Networks: A Review
Publication Year: 2021,Page(s):1 - 4
Cited by: Papers (1)
An information network is modelled as a graph with vertices denoting entities and links depicting connections within them. Heterogeneous Information Network (HIN) contains multiple types of vertices and multiple types of links. There is vast amount of hidden knowledge available in the HINs. Most of the techniques proposed in the literature are focused on homogeneous networks. The same methods are ...Show More
“Robocare for Elderly”: A Personal Assistant Robot for Elderly People
Publication Year: 2021,Page(s):1 - 4
Cited by: Papers (3)
This paper discusses a Robot for the elderly which consists of various electronic devices that can be altered in the future and can be used to make other robotic devices, which can be used in the household environment. “Robocare for Elderly” is a prototype of an actual Personal Assistant Robot which can be used in the future to take care of elderly people as a companion. This system involves Raspb...Show More
Investigation of Weight Initialization Using Fibonacci Sequence on the Performance of Neural Networks
Publication Year: 2021,Page(s):1 - 8
Cited by: Papers (1)
Initializing weights are important for fast convergence and performance improvement of Artificial Neural Network models. This study proposes a heuristic method to initialize weights for Neural Network with Fibonacci sequence. Experiments have been carried out with different network structures and datasets and results have been compared with other initialization techniques such as Zero, Random, Xav...Show More
Exploring Customer comments using Latent Dirichlet Allocation
Publication Year: 2021,Page(s):1 - 6
Cited by: Papers (1)
With the advent of social media, a large number of customers share their experience on social media about the products & services that they consume. Detecting issues reported by customers is significant for providing solutions to their problems. As a result, there is an emerging sub-field of social media analytics to identify and comprehend customer feedback and understand topics hidden in it. Top...Show More
File-Share App - A Collaborative Tool
Aniruddha Chakravarty;Kalpak Jibhakate;Mandar Jadhav;Nilima Kulkarni
Publication Year: 2021,Page(s):1 - 6
Effects of the COVID-19 pandemic and rise in cloud infrastructure have prompted workplaces to normalize offering remote work to individual employees in order to communicate using user-accessible software. In-person interactions used to be an effective way of communication. As in-person meetings are not always possible, the alternative is to have virtual meetings. Currently, there are many options ...Show More
Design of High-Speed Nanoscale Adder Logic Circuit for Low Power Consumption
M. Navaneetha Velammal;Tamilarasan Ananth Kumar;M. Steffi Anto;A. Andrew Roobert
Publication Year: 2021,Page(s):1 - 6
Cited by: Papers (3)
This This paper analyses the full Adder with different logic with 20 Transistors and the Full Adder with a different logic and the Buffer with 26 Transistors. The power calculations are done among the Full Adder with different logic (i.e.) average power, Power Leakage and power delay. Analyzing the power calculations of Full Adder with different Logic using 20 Transistors has the lowest delay powe...Show More
Numeric Controls are common today for the automated control of machining tools. High speed computer is used as an interface to implement such controls. This study aims to generate a G-code, directly from a drawing, AutoCAD, file and upload the same as a compatible G-Code for the NC Machine. This paper details the approach (concepts) and describes various steps involved in implementation from data ...Show More
AntiSpoofing for Facial Recognition Through Separable Convolution
Publication Year: 2021,Page(s):1 - 4
Facial recognition-based authentication has taken light in recent years due to its convenience and lack of need for specialized hardware such as a fingerprint scanning device. It can be used with the cameras present in our mobile phones. Hence many manufacturers are coming up with facial recognition as an alternative to traditional passwords. Intruders, hackers though weren't stopped by this. This...Show More
A Survey on Automated Eye Disease Detection using Computer Vision Based Techniques
Publication Year: 2021,Page(s):1 - 6
Cited by: Papers (6)
Due to recent advancements in the field of Artificial Intelligence (AI), many recent techniques have been developed to objectively identify diseases using images or videos. Eye-related diseases are one of the commonly occurring diseases in the human body. Many diseases can manifest in the eye such as Diabetic Retinopathy (DR), glaucoma, dry eye, Age Related Macular Degeneration (ARMD), cataract, k...Show More
Design and Development of Mobile Handset Antenna for Optimum SAR for Mobile Communication System
Sebastian Mannaruparampil;Ashita Serrao;Srishti Singh;Freda Carvalho;Ashwini Kotrashetti
Publication Year: 2021,Page(s):1 - 6
The increase in daily average use of mobile phones has it's ramifications on biological systems. Specific Absorption Rate (SAR) evaluates mobile phones’ safety limits and is measured in W/Kg. In this paper, we have designed an antenna working on GSM 900 technology using the ANSYS HFSS simulation software. We are following the FCC standard. The SAR reduction methods, including the Water-based walls...Show More
A Study on Holistic Education for Project Management Using Emotional Intelligence
Publication Year: 2021,Page(s):1 - 5
Emotional Intelligence is an integral part of our life and when it comes to project management it is even more crucial to practice. As project managers we always want to bring the best out of the people we deal with. The best thing about emotional intelligence is that we can develop this skill. We can leverage emotional intelligence to bring such an environment to a workplace where people are bein...Show More
Plant-Wise Comparison of Various CNN Algorithms for Detection of Pest Infestation
Publication Year: 2021,Page(s):1 - 7
Cited by: Papers (4)
Agriculture is the primary sector of income in countries like India. Pest attacks to crops are a major concern in these countries. The symptoms of pest infestation can appear on various parts of the crop such as leaves, stem, roots, etc. This paper focuses on comparing the different Convolutional Neural Network models to detect pest infestation. The images of crop leaves (both diseased and healthy...Show More
A Review On Determination Of Soil Organic Matter and Soil Moisture Content Using Conventional Methods And Image Processing Techniques
Publication Year: 2021,Page(s):1 - 6
Cited by: Papers (6)
Soil Organic Matter (SOM) and Soil Moisture Content (SMC) are very useful and important soil properties through which it is possible to monitor agricultural treatments of chemical inputs to soil for the plants. One of the physical benefit of SOM is it gives aggregate stability which results in reduce crusting, improves water holding capacity, improves water filtration capacity and pour space and a...Show More
Proceedings
The proceedings of this conference will be available for purchase through Curran Associates.
Pune Section International Conference (PuneCon), 2021 IEEE
- Print on DemandPurchase at Partner
- External Hard-drivePurchase at Partner
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