Handbook of hydroinformatics. Advanced machine learning techniques / Volume II, (2022)

• Record Type: Book
• Further Information: Note: Edited by Saeid Eslamian, Faezeh Eslamian.
• Editors: Eslamian, Saeid; Eslamian, Faezeh A
• Contents: 35. Bayesian Estimation; 36. Cloud and Cluster Computing; 37. Computational and Statistical Convergence Rates; 38. Concentration of Measure; 39. Cross Validation; 40. Data Assimilation; 41. Data Fusion Techniques; 42. Deep Learning; 43. Empirical Orthogonal Functions; 44. Empirical Orthogonal Teleconnection; 45. Error Modeling; 46. GARCH Time Series Analysis; 47. Gradient-Based Optimization; 48. Internet-Based Methods; 49. Internet of Things; 50. Kernel-Based Modeling; 51. Large Eddy Simulation; 52. Markov Chain Monte Carlo Methods; 53. Minimax Estimation; 54. Model Fusion Approach; 55. Monitoring Quality Sensors; 56. Nested Reinforcement Learning; 57. Nested Stochastic Dynamic Programming; 58. Nonparametric Density estimation; 59. Nonparametric Regressions; 60. Operational Real-Time Forecasting; 61. Patter Recognition; 62. Self-Adaptive Evolutionary Extreme Learning Machine; 63. Stochastic Learning Algorithms; 64. Supercomputing Methods (Parallelization/GPU); 65. Transient-Based Time-Frequency Analysis; 66. Uncertainty-Based Resiliency Evaluation; 67. Volume-Based Inverse Mode; 68. WebGIS
• Publisher Details: Amsterdam : Elsevier
• Publication Date: 2022
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 551.480285; Hydrology -- Data processing; Machine learning
• Languages: English
• ISBNs: 9780128219508
• Related ISBNs: 9780128219614
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.