Intro
Contents
Social Media + Machine Learning to Offer Clues on Suicide Ideation Concerns
1 Introduction
2 Literature Review
3 Data and Methodology
4 Data Preparation and Cleaning
5 Data Exploration with Word clouds
6 ML-Topic Modeling
7 Application of the Latent Dirichlet Allocation (LDA) Model
8 Gamma
9 Discussion
10 Future Work
References
Opinion Mining-Based Fake Review Detection Using Deep Learning Technique
1 Introduction
2 Literature Review
3 Opinion Mining-Based Fake Review Detection Using Deep Learning Technique

3.1 Text Pre-processing
3.2 Embedding of Attention Word
3.3 Components of Opinion Mining-Based Fake Review Detection Using Deep Learning Technique Approach
4 Experimental Studies
4.1 Data set Used
4.2 Performance Analysis
5 Conclusion
References
Analysis of the SEER Data set for Lung Cancer Diagnosis for Stage Classification and Survival Analysis
1 Introduction
1.1 Patients with Stage I Cancer
1.2 Patients with Stage II Cancer
1.3 Patients with Stage III Cancer
1.4 Patients with Stage IV Cancer
2 Risk Factors of Lung Cancer
3 Materials and Methods

3.1 Patient Population
4 Statistical Analysis
4.1 Tumour Analysis
5 Parametric Analysis
6 Experimental Setup
6.1 Online Lung Cancer Outcome Calculator
7 SEER Data Dictionary
7.1 Results
8 Conclusion and Future Work
References
Data Analytics for Athlete Safety in Training
1 Role of Wearables
2 System Architecture
3 Bicep Curls
4 Feature Engineering and Data Cleaning
5 Methodology
6 Results
7 Squats
8 Conclusions and Further Development
References
Analysis of Various Techniques of Fetal Growth Detection
1 Introduction
1.1 Ultrasound

1.2 Doppler Ultrasound
1.3 Cardiotocography
1.4 Maternal Blood Testing
2 Related Literature
3 Conclusions
References
Mr. Bot-A Survey on Arduino-Based Autonomous Robotic Vehicle
1 Introduction
2 Literature Survey
3 Objectives
4 Existing System
5 Proposed System
6 Proposed Methodology
7 Applications
8 Expected Result
9 Conclusion
10 Future Enhancements
References
Water Quality Monitoring and Controlling Systems for Aquaculture
1 Introduction
2 Literature Review
2.1 Water Quality Monitoring Using Wireless Sensor Networks

2.2 Water Quality Monitoring Using IoT
2.3 Water Quality Monitoring Using Artificial Intelligence
3 Discussion
4 Conclusion
References
IoT-based Fire Analyzer and Fire Fighting System
1 Introduction
2 Literature Review
2.1 Automatic Fire Detection System Using Arduino
2.2 Fire Detector and Extinguisher System Using Arduino
3 Methodology
3.1 Existing System
3.2 Proposed Methods
3.3 Block Diagram
4 Results and Discussion
5 Result
6 Future Scope and Conclusion
6.1 Future Scope
7 Conclusion
References