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Machine learning for predictive analysis : proceedings of ICTIS 2020 / Amit Joshi, Mahdi Khosravy, Neeraj Gupta, editors.

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This book gathers papers addressing state-of-the-art research in the areas of machine learning and predictive analysis, presented virtually at the Fourth International Conference on Information and Communication Technology for Intelligent Systems (ICTIS 2020), India. It covers topics such as intelli...

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Bibliographic Details
Online Access: Full Text (via Springer)
Corporate Author: International Conference on Information and Communication Technology for Intelligent Systems Online
Other Authors: Joshi, Amit, Khosravy, Mahdi, Gupta, Neeraj
Other title:ICTIS 2020.
Format: Conference Proceeding eBook
Language:English
Published: Singapore : Springer, [2021]
Series:Lecture notes in networks and systems ; v. 141.
Subjects:
Machine learning > Congresses.
Machine learning.
Conference papers and proceedings.
Table of Contents:
  • Intro
  • Committees
  • Technical Program Committee Chairs
  • Technical Program Committee Members
  • Organizing Chairs
  • Organizing Secretary
  • Conference Secretary
  • Supporting Chairs
  • Preface
  • Contents
  • Editors and Contributors
  • A Hybrid Deep Learning Approach for Stock Price Prediction
  • 1 Introduction
  • 2 Model Design and Problem Evaluation
  • 2.1 Input Stage
  • 2.2 Analysis Stage
  • 2.3 Output Stage
  • 3 Experimental Setup
  • 4 Experimental Results
  • 5 Conclusion
  • References.
  • Detection of Alphanumeric Characters by Connectionist Temporal Classification with Vanilla Beam Search Algorithm and NLP Using MATLAB and Keras
  • 1 Introduction
  • 2 Implementation for the System
  • 2.1 Input Image Capturing from the Live Stream of Raw Camera
  • 2.2 Increasing the Enhancement, Brightness and Contrast of the Captured Image
  • 3 Results
  • 4 Conclusions
  • References
  • Multilabel Toxic Comment Classification Using Supervised Machine Learning Algorithms
  • 1 Introduction
  • 2 Related Work
  • 3 Dataset
  • 4 Implementation
  • 4.1 Preprocessing
  • 4.2 Models
  • 5 Analysis.
  • 6 Conclusion
  • 7 Future Work
  • References
  • Model of Speed Spheroidization of Metals and Alloys Based on Multiprocessor Computing Complexes
  • 1 Introduction
  • 2 Research Problem Analysis
  • 3 The Research Problem Purpose and Statement
  • 4 Statement of the Research's Primary Material
  • 5 Conclusions and Prospects for Further Research
  • 6 Prospects for Further Research
  • References
  • Prediction of Sales Using Stacking Classifier
  • 1 Introduction
  • 2 Related Work
  • 3 Proposed Method
  • 3.1 Data Pre-processing
  • 3.2 Merging Data
  • 3.3 Modelling Data.
  • 3.4 Forecasting Using Stacking Classifier
  • 4 Results
  • 5 Conclusion
  • References
  • How to Use LDA Model to Analyze Patent Information? Taking Ships Integrated Power System as an Example
  • 1 Introduction
  • 2 Data and Methods
  • 3 Analysis of Patent Technology Development
  • 3.1 Language Distribution of Patent Announcement
  • 3.2 Distribution of Patentees and Institutions
  • 3.3 Distribution of DC and MC Classification Number
  • 4 Distribution of Patent Core Technology
  • 5 Conclusion and Discussion
  • References.
  • A Comparison Study on Various Continuous Integration Tools in Software Development
  • 1 Introduction
  • 2 Continuous Integration
  • 2.1 Elements of Continuous Integration System
  • 3 Different Continuous Integration Tools
  • 3.1 Jenkins
  • 3.2 Travis
  • 3.3 Codeship CI
  • 3.4 Bamboo CI
  • 3.5 TeamCity
  • 3.6 CircleCI
  • 4 Comparison of Continuous Integration Tools
  • 5 Conclusion
  • References
  • A Holistic Study on Approaches to Prevent Sexual Harassment on Twitter
  • 1 Introduction
  • 2 Literature Survey
  • 2.1 Wordlist-Based Approaches
  • 2.2 Rule-Based Approaches.

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