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Materials data science : introduction to data mining, machine learning, and data-driven predictions for materials science and engineering /
Book
2
Advances in Knowledge Discovery and Data Mining [E-Book] : 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part IV /
3
Research in Computational Molecular Biology [E-Book] : 28th Annual International Conference, RECOMB 2024, Cambridge, MA, USA, April 29-May 2, 2024, Proceedings /
Ma, Jian
2024
Table of Contents: ... metagenomic binning through constrained random walk based imputation. -- Graph based genome inference from Hi C data. -- Meta colored de Bruijn graphs. -- Color Coding for the Fragment Based Docking Design and Equilibrium Statistics of Protein Binding ssRNAs...

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Data Science and Emerging Technologies [E-Book] : Proceedings of DaSET 2023 /
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Proceedings from the International Conference on Hydro and Renewable Energy [E-Book] : Net-Zero Carbon Energy Systems /
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Advances in Theoretical and Applied Mechanics [E-Book] : Proceedings of ISTAM 2022 /
7
Case Studies in the Virtual Physical Chemistry Laboratory [E-Book] /
8
Modern Thermodynamics and Statistical Mechanics [E-Book] : A Comprehensive Foundation /
9
Footwear Traction [E-Book] : Implications on Slips and Falls /
Table of Contents: ...Part I: Slips and Falls -- Chapter 1: Introduction -- Chapter 2: Worldwide Statistics of Slips and Falls -- Chapter 3: Basic Principles of Slip Resistance -- Chapter 4: Impact of Slips in The Realm of Footwear -- Chapter 5: Prevalence of Slips and Falls...

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Proceedings of 27th International Symposium on Frontiers of Research in Speech and Music [E-Book] : FRSM 2023 /
Table of Contents: ... in Hindustani Vocal Music -- Emotion and Instrument audio classification of Indian Classical Music recordings using transformers -- Styles and Rhythms of musical transitions in Indian Ragas: An Acoustical Exploration -- A statistical approach to the acoustical...

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Proceedings of the 12th International Conference on Soft Computing for Problem Solving [E-Book] : SocProS 2023, Volume 2 /
12
Intelligent IT Solutions for Sustainability in Industry 5.0 Paradigm [E-Book] : Select Proceedings of ICEIL 2023 /
Table of Contents: ... for Enhanced Learning Experiences -- A Comparative Analysis and Statistical Inference of Diabetes cases -- A study on Indian Digital Banking Online Customer Experience -- Cancer Detection Techniques: An Overview of Traditional and AI-Based Methods...

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13
Handbook of Oncobiology: From Basic to Clinical Sciences [E-Book] /
Table of Contents: ...Current Concepts and Advances in Oncobiology -- History, Evolution, Milestones in Cancer Research and Treatment -- Cancer Statistics: Geographical and Racial Disparities -- A Comprehensive Overview of Various Cancer Types and Their Progression...

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14
Modern classical optical system design : fundamentals, techniques, tips, and tricks [E-Book] /
Table of Contents: ...3. Optical system product development -- 3.1. Lights at the ends of tunnels (not light pipes, but a personal story) -- 3.2. An example of a complex optical system : virus detection using real-time quantitative PCR instruments -- 3.3. Statistical...

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Electron Localization-Delocalization Matrices [E-Book] /
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Materials Data Science [E-Book] : Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering /
Table of Contents: ...Introduction to Data, Data Mining, and Prediction in Materials Science -- A Primer on Probabilities, Distributions and Statistics -- Introduction to Statistical Machine Learning -- Artificial Neural Networks and Deep Learning -- Advanced Topics...

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Introduction to Statistical Thermodynamics [E-Book] : A Molecular Perspective /
Table of Contents: ...Part I Microscopic and Macroscopic Theories -- Why Statistical Thermodynamics? -- Energies of Molecules -- Dynamics of molecules -- The laws of thermodynamics -- Principle of maximum entropy -- Part II Fundamentals of Classical Statistical Thermodynamics...

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Effective Non-Hermiticity and Topology in Markovian Quadratic Bosonic Dynamics [E-Book] /
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Fundamental Mathematical Concepts for Machine Learning in Science [E-Book] /
Table of Contents: ...1. Introduction -- 2. Calculus and Optimisation for Machine Learning -- 3. Linear Algebra -- 4. Statistics and Probability for Machine Learning -- 5. Sampling Theory (a.k.a. Creating a Dataset Properly) -- 6. Model Validation -- 7. Unbalanced Datasets...

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Deep learning for natural language processing : a gentle introduction [E-Book] /