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2. Assertion-Reason Assessment in Formative and Summative Tests: Results from Two Graduate Case Studies
3. Using ICT in a Problem-Based Learning Approach : A student and teacher perspective
4. Practice makes perfect : Role-play – because our students deserve it!
5. Film and Media Studies Pedagogy
6. Towards Context-Based Explanations for Teacher Support
7. Deep Belief Networks for Financial Prediction
8. Deep Learning Networks for Off-Line Handwritten Signature Recognition
9. Gated Boltzmann Machine in Texture Modeling
10. Learning Deep Belief Networks from Non-stationary Streams
11. Fast and Adaptive Deep Fusion Learning for Detecting Visual Objects
12. Learning Temporal Coherent Features through Life-Time Sparsity
13. Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size
14. Academic Development as a Vehicle to Deliver Sustainability Education
15. Deep Architecture for Traffic Flow Prediction
16. Convolution Neural Network for Relation Extraction
17. A Two-Stage Pretraining Algorithm for Deep Boltzmann Machines
18. A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification
19. Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural Networks
20. Boltzmann Machines for Image Denoising
21. Neural Networks for Digital Media Analysis and Description
22. Towards Evaluating Computational Models of Intuitive Decision Making with fMRI Data
23. A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection
24. Manifold Learning of Brain MRIs by Deep Learning
25. Text Window Denoising Autoencoder: Building Deep Architecture for Chinese Word Segmentation
26. Semi Supervised Autoencoders: Better Focusing Model Capacity during Feature Extraction
27. Intention Estimation and Recommendation System Based on Attention Sharing
28. Hierarchical Representation Using NMF
29. Understanding Dropout: Training Multi-Layer Perceptrons with Auxiliary Independent Stochastic Neurons
30. Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition
31. Multiple Kernel Learning with Hierarchical Feature Representations
32. Deep Learning of Representations: Looking Forward
33. Efficient Deep Learning Algorithm with Accelerating Inference Strategy
34. Deep Learning for Character-Based Information Extraction
35. A Deep Interpretation of Classifier Chains
36. A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification
37. Modeling of Complex Multidimensional Nonlinear Systems Using Neural System with Deep Architectures
38. Deep Maxout Networks Applied to Noise-Robust Speech Recognition
39. A Multichannel Convolutional Neural Network for Hand Posture Recognition
40. A Deep Dynamic Binary Neural Network and Its Application to Matrix Converters
41. Learning Semantic Similarity for Multi-label Text Categorization
42. Neural Codes for Image Retrieval
43. Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment
44. Deep Network Cascade for Image Super-resolution
45. Unsupervised Detector Adaptation by Joint Dataset Feature Learning
46. Online Evolution of Deep Convolutional Network for Vision-Based Reinforcement Learning
47. The Study on Face Detection Strategy Based on Deep Learning Mechanism
48. A Deep Learning Method for Classification of EEG Data Based on Motor Imagery
49. Discrimination of ADHD Based on fMRI Data with Deep Belief Network
50. SAE-RNN Deep Learning for RGB-D Based Object Recognition
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