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Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology

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1.Acknowledgements

机译：致谢
- 作者：Siddharth Swarup Rautaray;Phani Pemmaraju;Hrushikesha Mohanty
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
2.About This Book

机译：关于这本书
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
3.Preface

机译：前言
- 作者：Siddharth Swarup Rautaray;Phani Pemmaraju;Hrushikesha Mohanty
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
4.Productizing an Artificial Intelligence Solution for Intelligent Detail Extraction-Synergy of Symbolic and Sub-Symbolic Artificial Intelligence Techniques

机译：为符号和亚象征性人工智能技术的智能细节提取 - 协同作用制造人工智能解决方案
- 作者：Arunkumar Balakrishnan
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
5.Image Classification for Binary Classes Using Deep Convolutional Neural Network: An Experimental Study

机译：深度卷积神经网络的二元课程图像分类：实验研究
- 作者：Biswajit Jena;Amiya Kumar Dash;Gopal Krishna Nayak;Puspanjali Mohapatra;Sanjay Saxena
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Convolutional neural network (CNNs or ConvNet);
- Deep learning;
- Image classification;
- Binary classification;
6.NLP for Sentiment Computation

机译：有情绪计算的NLP
- 作者：Hrushikesha Mohanty
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
7.Role of Data Analytics in Bio Cyber Physical Systems

机译：数据分析在Bio网络物理系统中的作用
- 作者：Utkarsh Singh
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Bio cyber physical systems;
- Health wearable technologies;
- LSTM neural network;
8.Evolution of Sentiment Analysis: Methodologies and Paradigms

机译：情绪分析的演变：方法和范式
- 作者：Aseer Ahmad Ansari
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Natural language understanding;
- Sentiment analysis;
- Statistical models;
- Attention models;
9.Digital Consumption Pattern and Impacts of Social Media: Descriptive Statistical Analysis

机译：社交媒体的数字消费模式和影响：描述性统计分析
- 作者：Rabi N. Subudhi
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Social impacts;
- Statistical analysis;
- Digital consumption;
- Social media;
- Internet consumption pattern;
10.Application to Predict the Impact of COVID-19 in India Using Deep Learning

机译：应用预测Covid-19在印度使用深度学习的影响
- 作者：Kiran S. Raj;Priyanka Kumar
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Deep learning;
- Time series analysis;
- COVID-19 forecasting;
- CNN;
11.Leveraging Analytics for Supply Chain Optimization in Freight Industry

机译：利用分析货运业供应链优化
- 作者：Kashyap Barua;Parikshit Barua;Sandeep Agarwal
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Freight industry;
- Analytics;
- Data science;
- Machine learning;
- Metrics;
- Supply chain;
12.Mathematical and Algorithmic Aspects of Scalable Machine Learning

机译：可扩展机学习的数学和算法方面
- 作者：Gananath Bhuyan;Mainak Bandyopadhyay
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Scalable machine learning;
- Predictive modeling;
- Analytics;
- distributed computing;
13.Challenges and Issues of Recommender System for Big Data Applications

机译：大数据应用推荐系统的挑战与问题
- 作者：Chandrima Roy;Siddharth Swarup Rautaray
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Recommender system;
- Big data;
- Challenges;
- Cold start;
- Scalability;
- Proactive;
14.Evolutionary Algorithms-Based Machine Learning Models

机译：基于进化算法的机器学习模型
- 作者：Junali Jasmine Jena;Manjusha Pandey;Siddharth Swarup Rautaray;Sushovan Jena
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Machine learning;
- Evolutionary algorithms;
- Soft computing;
- Applications;
15.Healthcare Analytics: An Advent to Mitigate the Risks and Impacts of a Pandemic

机译：医疗保健分析：提高大流行的风险和影响的问世
- 作者：Shubham Kumar
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Healthcare analytics;
- Big data;
- Data analytics;
- Business intelligence;
- Seaborn;
16.An Implementation of Text Mining Decision Feedback Model Using Hadoop MapReduce

机译：使用Hadoop MapReduce实现文本挖掘判决反馈模型
- 作者：Swagat Khatai;Siddharth Swarup Rautaray;Swetaleena Sahoo;Manjusha Pandey
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Big data;
- Hadoop;
- MapReduce;
- Word stemming;
- PSP;
- Decision feedback;
17.Applicational Statistics in Data Science and Machine Learning

机译：数据科学与机器学习中的应用统计
- 作者：Indrashis Das;Anoushka Mishra
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Statistics;
- EDA;
- Data science;
- Machine learning;
- Data analysis;
- Python;
18.Trends and Application of Data Science in Bioinformatics

机译：数据科学在生物信息学中的趋势与应用
- 作者：P. Supriya;Balakrishnan Marudamuthu;Sudhir Kumar Soam;Cherukumalli Srinivasa Rao
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Big data;
- Bioinformatics;
- Data mining;
- Deep learning;
- Machine learning;
- Cloud computing;
19.Business Analytics: Process and Practical Applications

机译：业务分析：过程和实用应用
- 作者：Amit Kumar Gupta
- 会议名称：《Industry Sysposium on "Trends of Data Science and Applications: Theory and Practices";International Conference on Distributed Computing and Internet Technology》 | 2021年
- Business analytics;
- Recommendation systems;
- Data analytics;
- Machine learning;