2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)最新文献_第9页

Credit Card Fraudulent Transactions Prediction Using Novel Sequential Transactions by Comparing Light Gradient Booster Algorithm Over Isolation Forest Algorithm 基于新型顺序交易的信用卡欺诈交易预测:光梯度增强算法与隔离森林算法的比较

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754211

P. R. Reddy, A. S. Kumar

引用次数: 0

Analysis of Compact Arrow Shaped Patch Antenna for 5G mm Wave Applications 面向5G毫米波应用的紧凑型箭头贴片天线分析

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754164

Abhay Sharma, S. Patil, Aditya Gupta, Akshay Kumar, Harshit Bhatnagar

引用次数: 2

A Review on Detection and Analysis of Psychological Disorders Using Machine Learning 基于机器学习的心理障碍检测与分析综述

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754055

Ujjwal Bhushan, Srabanti Maji, Anil Kumar

{"title":"A Review on Detection and Analysis of Psychological Disorders Using Machine Learning","authors":"Ujjwal Bhushan, Srabanti Maji, Anil Kumar","doi":"10.1109/iciptm54933.2022.9754055","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9754055","url":null,"abstract":"In modern times, advancement in technology has created a need for evolution in the medical sector. As a result, it is crucial to predict and analyze the various psychological disorders to find their treatment as soon as possible. Thus this evolved the need for Bioinformatics to work with machine learning. In this paper, explored the various machine learning techniques and their implementation for prediction and analysis of various psychological disorders. These machine learning techniques include various methods. During the study of these research papers, it has been observed that although many learning methods have been used on various datasets, high accurate results have been achieved using SVM, KNN and ANN techniques. This manuscript provides an overview of how different machine learning techniques used to predict and analyze various psychological disorders. The research work mentioned here depicts how machine learning techniques used to achieve effective and economic results on various datasets irrespective of content i.e. image, audio or text form.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"51 1","pages":"107-111"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75148466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Automated G-4 Disease Identification Agricultural Intelligent System: An impression and survey 自动化G-4疾病识别农业智能系统:一个印象和调查

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754145

S. Araujo, V. S. Malemathh, K. M. Sundaram

引用次数: 0

Studies on Anti-Virus Software Tools: Strong Weapon to Protect Systems 杀毒软件工具:保护系统的有力武器研究

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753877

Nilesh Kate, Pradip Padhye, A. Mishra

{"title":"Studies on Anti-Virus Software Tools: Strong Weapon to Protect Systems","authors":"Nilesh Kate, Pradip Padhye, A. Mishra","doi":"10.1109/iciptm54933.2022.9753877","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9753877","url":null,"abstract":"The anti-virus market in India has opened up and the worldwide players are presently looking at the Indian market. Over the beyond couple of years, the counter infection industry has gone through some significant changes. Particularly the retail, SOHO and SMB sections as they offer immense freedoms for infiltration. The paper centers around exploring a bunch of brands on explicit properties that impact buyers' discernments while assessing and recognizing among brands. It maps shopper assumptions with key achievement factors for the business and suggests appropriate passage procedures for driving players thinking about their singular qualities and shortcomings. A questionnaire survey of 100 respondents was done in the city of Pune among clients of Hostile to Infection Programming brands. Discriminant examination has been utilized to draw perceptual guide showing chosen Anti-Virus Software brands alongside ascribes. The outcomes showed that the chose Against Anti-Virus Software brands contrast fundamentally from one another and have their own remarkable situation concerning given credits.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"1 1","pages":"49-52"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76451054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Evolution of Modern Deep Image Inpainting Methods 现代深度图像绘制方法的演变

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754090

R. Katarya, Rishabh Chaurasia, Sanjay Singh Budhala, Sanyam Garg

引用次数: 0

Analysis and Prediction of Culinary Trends of Males from Rural and Urban India Post the Work From Home Culture with a Proposal of a Recipe Recommendation System 基于食谱推荐系统的印度农村和城市男性在家工作文化后的烹饪趋势分析与预测

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753948

Harshee Pitroda

{"title":"Analysis and Prediction of Culinary Trends of Males from Rural and Urban India Post the Work From Home Culture with a Proposal of a Recipe Recommendation System","authors":"Harshee Pitroda","doi":"10.1109/iciptm54933.2022.9753948","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9753948","url":null,"abstract":"Cooking has traditionally been gendered across various Indian families, but there has been a shift in this pattern, with males increasingly partaking in the kitchen. The positive outcome of the pandemic-induced lockdowns is that it has made men realize their own culinary potentials and strengthened their cooking skills. Hence in this paper, I have analyzed the culinary trends of males from both rural and urban areas of India before the lockdown, during the lockdown and, whether these trends might change post the work from home/online education phase ends. Data was collected by 250 males filling up the 16-item online survey form. I have also built a prediction model that predicts if males would continue to cook post the work-from-home/online education phase ends based on a range of factors. Algorithms namely - KNN, Logistic Regression, Decision Tree, Random Forest, Gradient Booster, SVM, and Stacking Classifier were utilized. The highest accuracy obtained was 93.845% by using the Random Forest technique. Sentimental analysis was also performed on the reviews collected about their cooking experience during the lockdown. The findings after performing the sentimental analysis revealed that there were a larger number of positive reviews, which might imply that males loved their experience of acquiring or honing their culinary talents, and that cooking might have become a passion for them. As a practical outcome of this research study, I created a recipe recommendation system, as the findings of this study revealed that males desired to try cooking new dishes. This system is deployed in the form of a web application and it is extremely user-friendly and easy to operate.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"13 1","pages":"235-242"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82098718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

CNN-LSTM based Social Media Post Caption Generator 基于CNN-LSTM的社交媒体帖子标题生成器

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754189

Anand Singh, Dinesh Vij

{"title":"CNN-LSTM based Social Media Post Caption Generator","authors":"Anand Singh, Dinesh Vij","doi":"10.1109/iciptm54933.2022.9754189","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9754189","url":null,"abstract":"In artificial intelligence automatically captioning an image is a challenging problem that brings computer vision and natural language processing together, but the problem becomes more challenging when artificial intelligence has to caption an Instagram post. This is challenging because the caption of an Instagram post is not a simple description of the image but it contains some abstract features like jokes, sarcasm, references, etc. There has been a lot of work on image captioning but there is hard work on captioning social media posts. So, I propose a deep learning model that uses an amalgamation of Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) Recurrent Neural Network (RNN). The first major task was to get a dataset but there is no such popular dataset available. The option to scrap Instagram was explored but turns out scraping Instagram is prohibited, luckily, I was able to get a dataset available on Kaggle containing 35,000 records but due to computation limitations, I used 5000 images and captions for training. Eventually, the trained model was not very accurate due to fewer numbers of epochs i.e 20, small training dataset and majorly because of the low-quality dataset. Even though the model did not show better results but the methodology to generate captions for Instagram posts was established.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"50 1","pages":"205-209"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83981253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Geyser Time Controller for Effective Electricity and Water Management 间歇泉时间控制器有效的电力和水的管理

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753816

Tanvi Verma, R. Aggarwal, Garima Bhardwaj, Vishal Verma, S. Agarwal

{"title":"Geyser Time Controller for Effective Electricity and Water Management","authors":"Tanvi Verma, R. Aggarwal, Garima Bhardwaj, Vishal Verma, S. Agarwal","doi":"10.1109/iciptm54933.2022.9753816","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9753816","url":null,"abstract":"Although water heating is an elementary activity in our daily lives, it has been transformed into an efficient technology using a water geyser system. Usage of hot water is incorporated in bathing during winters, washing oily utensils, fulfilling beauty needs at salon, commercial swimming pools and so on. Many individuals leave their water geyser switched on all the time. This results in a significant amount of electrical waste which leads to increased electricity bills. To substantiate the public's demand, the challenge is to make the mechanism more efficient in terms of saving water and electricity and less costly. Therefore, it is required to switch off the geyser once the desired temperature and quantity of water is reached. This paper presents a device for controlling a hot water geyser with an inbuilt time selection unit, comprising a level selection switch to set the temperature corresponding to a time interval and water level. The water holding tank contains a heating element with a controller operatively coupled to the time selection unit to operate as per the set parameters for hot water. The present invention is novel and unique from the cited references because it is a minimalistic version of geyser time controller, includes different time intervals with multiple levels, operates at low cost, efficient controllability of water temperature, automatic with reliable electronic design and can be fitted in the place of a fan regulator.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"56 1","pages":"378-382"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88557136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Blink Detection to Control Display Light 闪烁检测控制显示光

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753870

Dandala Bhagath Reddy, Prince Jain

引用次数: 0