Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Orchids Classification Using Spatial Transformer Network with Adaptive Scaling
3. Altmetric Badge
   Chapter 2 Scalable Dictionary Classifiers for Time Series Classification
4. Altmetric Badge
   Chapter 3 Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm
5. Altmetric Badge
   Chapter 4 Meaningful Data Sampling for a Faithful Local Explanation Method
6. Altmetric Badge
   Chapter 5 Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor
7. Altmetric Badge
   Chapter 6 Adaptive Orthogonal Characteristics of Bio-inspired Neural Networks
8. Altmetric Badge
   Chapter 7 Using Deep Learning for Ordinal Classification of Mobile Marketing User Conversion
9. Altmetric Badge
   Chapter 8 Modeling Data Driven Interactions on Property Graph
10. Altmetric Badge
    Chapter 9 Adaptive Dimensionality Adjustment for Online “Principal Component Analysis”
11. Altmetric Badge
    Chapter 10 Relevance Metric for Counterfactuals Selection in Decision Trees
12. Altmetric Badge
    Chapter 11 Weighted Nearest Centroid Neighbourhood
13. Altmetric Badge
    Chapter 12 The Prevalence of Errors in Machine Learning Experiments
14. Altmetric Badge
    Chapter 13 A Hybrid Model for Fraud Detection on Purchase Orders
15. Altmetric Badge
    Chapter 14 Users Intention Based on Twitter Features Using Text Analytics
16. Altmetric Badge
    Chapter 15 Mixing Hetero- and Homogeneous Models in Weighted Ensembles
17. Altmetric Badge
    Chapter 16 A Hybrid Approach to Time Series Classification with Shapelets
18. Altmetric Badge
    Chapter 17 An Ensemble Algorithm Based on Deep Learning for Tuberculosis Classification
19. Altmetric Badge
    Chapter 18 A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés
20. Altmetric Badge
    Chapter 19 Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis
21. Altmetric Badge
    Chapter 20 Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian
22. Altmetric Badge
    Chapter 21 Tracking Position and Status of Electric Control Switches Based on YOLO Detector
23. Altmetric Badge
    Chapter 22 A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks
24. Altmetric Badge
    Chapter 23 Transfer Knowledge Between Sub-regions for Traffic Prediction Using Deep Learning Method
25. Altmetric Badge
    Chapter 24 Global Q-Learning Approach for Power Allocation in Femtocell Networks
26. Altmetric Badge
    Chapter 25 Deep Learning and Sensor Fusion Methods for Studying Gait Changes Under Cognitive Load in Males and Females
27. Altmetric Badge
    Chapter 26 Towards a Robotic Personal Trainer for the Elderly
28. Altmetric Badge
    Chapter 27 Image Quality Constrained GAN for Super-Resolution
29. Altmetric Badge
    Chapter 28 Use Case Prediction Using Product Reviews Text Classification
30. Altmetric Badge
    Chapter 29 Convolutional Neural Network for Core Sections Identification in Scientific Research Publications
31. Altmetric Badge
    Chapter 30 Knowledge Inference Through Analysis of Human Activities
32. Altmetric Badge
    Chapter 31 Representation Learning of Knowledge Graphs with Multi-scale Capsule Network
33. Altmetric Badge
    Chapter 32 CNNPSP: Pseudouridine Sites Prediction Based on Deep Learning
34. Altmetric Badge
    Chapter 33 A Multimodal Approach to Image Sentiment Analysis
35. Altmetric Badge
    Chapter 34 Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering
36. Altmetric Badge
    Chapter 35 Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of Data
37. Altmetric Badge
    Chapter 36 Toward a Framework for Seasonal Time Series Forecasting Using Clustering
38. Altmetric Badge
    Chapter 37 An Evidential Imprecise Answer Aggregation Approach Based on Worker Clustering
39. Altmetric Badge
    Chapter 38 Combining Machine Learning and Classical Optimization Techniques in Vehicle to Vehicle Communication Network
40. Altmetric Badge
    Chapter 39 Adversarial Edit Attacks for Tree Data
41. Altmetric Badge
    Chapter 40 Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial Learning
42. Altmetric Badge
    Chapter 41 A Deep Learning-Based Surface Defect Inspection System for Smartphone Glass
43. Altmetric Badge
    Chapter 42 Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization Approach
44. Altmetric Badge
    Chapter 43 Active Dataset Generation for Meta-learning System Quality Improvement
45. Altmetric Badge
    Chapter 44 Do You Really Follow Them? Automatic Detection of Credulous Twitter Users
46. Altmetric Badge
    Chapter 45 User Localization Based on Call Detail Record
47. Altmetric Badge
    Chapter 46 Automatic Ground Truth Dataset Creation for Fake News Detection in Social Media
48. Altmetric Badge
    Chapter 47 Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment
49. Altmetric Badge
    Chapter 48 A Significantly Faster Elastic-Ensemble for Time-Series Classification
50. Altmetric Badge
    Chapter 49 ALIME: Autoencoder Based Approach for Local Interpretability
51. Altmetric Badge
    Chapter 50 Detection of Abnormal Load Consumption in the Power Grid Using Clustering and Statistical Analysis
52. Altmetric Badge
    Chapter 51 Deep Convolutional Neural Networks Based on Image Data Augmentation for Visual Object Recognition
53. Altmetric Badge
    Chapter 52 An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition
54. Altmetric Badge
    Chapter 53 A Novel Recommendation System for Next Feature in Software
55. Altmetric Badge
    Chapter 54 Meta-learning Based Evolutionary Clustering Algorithm
56. Altmetric Badge
    Chapter 55 Fast Tree-Based Classification via Homogeneous Clustering
57. Altmetric Badge
    Chapter 56 Ordinal Equivalence Classes for Parallel Coordinates
58. Altmetric Badge
    Chapter 57 New Internal Clustering Evaluation Index Based on Line Segments
59. Altmetric Badge
    Chapter 58 Threat Identification in Humanitarian Demining Using Machine Learning and Spectroscopic Metal Detection