Intro
Organization
Chief Patron
Conference Co-chairs
Steering Committee
Advisory Committee
Organizing Committee
Technical Program Committee Chairs
Technical Program Committee
Preface
Contents
About the Editors
Artificial Intelligence and Soft Computing
Bangla Real-Word Error Detection and Correction Using Bidirectional LSTM and Bigram Hybrid Model
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset Details
3.2 Bigram Generation and Probability Estimation
3.3 Bidirectional LSTM Approach
4 Tools and Technology

5 Experimental Result
6 Conclusion
References
Quantitative Analysis of Deep CNNs for Multilingual Handwritten Digit Recognition
1 Introduction
2 Recognition Methods
2.1 Convolutional Neural Network (CNN)
2.2 Deep CNN
3 Experimental Results and Discussion
3.1 Dataset Description
3.2 Discussion
4 Conclusion
References
Performance Analysis of Machine Learning Approaches in Software Complexity Prediction
1 Introduction
2 Literature Review
3 Research Methodology
3.1 Research Questions
3.2 Proposed Research Framework
3.3 Dataset Collection

3.4 Dataset Cleaning and Analysis
3.5 Machine Learning Classifiers and Evaluation Metrics
4 Result and Discussion
4.1 Correlation Results
4.2 Performance Results
5 Conclusion
References
Bengali Abstractive News Summarization (BANS): A Neural Attention Approach
1 Introduction
2 Related Work
3 Dataset
4 Model Architecture
5 Result and Discussion
5.1 Quantitative Evaluation
5.2 Qualitative Evaluation
6 Conclusion
References
Application of Feature Engineering with Classification Techniques to Enhance Corporate Tax Default Detection Performance

1 Introduction
2 Proposed Methodology
2.1 Dataset Description and Transformation
2.2 Feature Selection
2.3 Classification
2.4 Evaluation Metrics
3 Experimental Result
3.1 Experimental Analysis of Primary Tax Default Dataset
3.2 Experimental Analysis on Transformed Tax Default Dataset
3.3 Wilcoxon Signed-Ranks Significant Test
4 Discussion
5 Conclusion and Future Work
References
PRCMLA: Product Review Classification Using Machine Learning Algorithms
1 Introduction
2 Related Work
3 Proposed Approach and Model
3.1 Proposed Web Crawler

3.2 Data Preprocessing
3.3 Feature Extraction
3.4 Classification Model
3.5 Evaluation Criteria
4 Experiment and Results
4.1 Grabbing Data Using Web Crawler
4.2 Dataset
4.3 Result Analysis
5 Conclusion
References
Handwritten Bangla Character Recognition Using Deep Convolutional Neural Network: Comprehensive Analysis on Three Complete Datasets
1 Introduction
2 Related Work
3 Methodology and System Architecture
4 Data Processing and Experiment
4.1 Data Processing
4.2 Experiment
5 Result Analysis
5.1 Accuracy Analysis
5.2 Loss Analysis