Innovations in soft computing and information technology : proceedings of ICEMIT 2017. Volume 3 /
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| Meeting name: | International Conference on Energy, Materials and Information Technology (2017 : Ranchi, India) |
|---|---|
| Imprint: | Singapore : Springer, 2019. |
| Description: | 1 online resource |
| Language: | English |
| Subject: | Soft computing -- Congresses. COMPUTERS -- General. Soft computing. Electronic books. Conference papers and proceedings. |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11781074 |
Table of Contents:
- Intro; Preface; Acknowledgement; Contents; About the Editors; 1 Sinusoids and Its Orthogonality; 1 Introduction; 1.1 Definition of DFT; 1.2 Inverse DFT; 1.3 DFT Sinusoids; 2 Orthogonality of the DFT Sinusoids; 3 Conclusions; References; 2 A Case Study of Hindi-English Example-Based Machine Translation; 1 Introduction; 1.1 Machine Translation; 1.1.1 Direct Machine Translation (DMT); 1.1.2 Rule-Based Machine Translation (RBMT); 1.1.3 Interlingua-Based Translation (IBT); 1.1.4 Knowledge-Based Machine Translation (KBMT); 1.1.5 Statistical-Based Machine Translation (SMT)
- 1.1.6 Example-Based Machine Translation (EBMT)1.1.7 Hybrid-Based Machine Translation (HBMT); 1.1.8 Neural Machine Translation (NMT); 2 Literature Survey; 3 OpenNMT; 3.1 Dataset; 3.1.1 CFILT; 3.1.2 HindEncorp; 3.1.3 Tanzil Corp; 3.2 Methodology; 3.2.1 Normalization; 3.2.2 Tokenization; 3.2.3 Learning BPE; 3.2.4 Re-Tokenization; 3.2.5 Preprocessing; 3.2.6 Training; 3.2.7 Translation; 4 Results and Discussions; 5 Conclusions; References; 3 Comparative Study of Different Machine Learning Models for Breast Cancer Diagnosis; 1 Introduction; 2 Dataset Description; 3 Machine Learning Algorithms
- 3.1 Principal Component Analysis3.2 Linear Discriminant Analysis; 3.3 Logistic Regression; 3.4 KNN Classifier; 3.5 Support Vector Machines; 3.5.1 Linear Kernel SVM; 3.5.2 Polynomial Kernel SVM; 3.5.3 Radial Kernel SVM; 3.6 Naive Bayes Classifier; 3.7 Decision Tree; 3.8 Random Forest; 3.9 Stacking; 4 Results; 5 Conclusion; References; 4 A PID Load Frequency Controller Design via Pole Placement and Approximate Frequency Response Matching; 1 Introduction; 2 System Model and Design Method; 3 Simulation Result; 3.1 The Generation Rate Constraint; 3.2 Multi-area Power System; 4 Conclusion
- AcknowledgementsReferences; 5 Processor Scheduling in High-Performance Computing Environment Using MPI; 1 Introduction; 1.1 First-Come First-Serve (FCFS); 1.2 Shortest Job-First (SJF); 1.3 Genetic Algorithm (GA); 2 Literature Survey; 3 Research Methodology; 4 Results and Discussion; 5 Conclusion; References; 6 A Computer Vision-Based Gesture Recognition Using Hidden Markov Model; 1 Introduction; 1.1 Gesture Taxonomy; 1.2 Gesture Recognition Models; 1.2.1 3D Model-Based Algorithms; 1.2.2 Appearance-Based Models; 2 Literature Review; 3 Research Methodology; 4 Result and Discussion; 5 Conclusion