Learning to Rank -- Ranking and Scoring Using Empirical Risk Minimization -- Learnability of Bipartite Ranking Functions -- Stability and Generalization of Bipartite Ranking Algorithms -- Loss Bounds for Online Category Ranking -- Boosting -- Margin-Based Ranking Meets Boosting in the Middle -- Martingale Boosting -- The Value of Agreement, a New Boosting Algorithm -- Unlabeled Data, Multiclass…
Flow regime transition criteria -- Drag forces -- Friction pressure drop -- Diffusion velocities for algebraic slip models -- Entrainment in annular two-phase flow -- Deposition in annular two-phase flow -- to fragmentation and coalescence -- Acceleration induced droplet and bubble fragmentation -- Turbulence induced particle fragmentation and coalescence -- Liquid and gas jet disintegration --…
Mass conservation -- Momentums conservation -- Derivatives for the equations of state -- On the variety of notations of the energy conservation for single-phase flow -- First and second laws of the thermodynamics -- Some simple applications of the mass and energy conservation -- Exergy of multi-phase multi-component systems -- One-dimensional three-fluid flows -- Detonation waves caused by chem…
Review of Linear Time-Invariant (LTI) Multi-Port System Theory -- Analysis of Space-Time Signals -- Antennas and Radiation -- Signal Space Concepts and Algorithms -- MIMO Channel Problems and Solutions.This text evolved from notes used to teach two-semester courses on multi-port signals and systems theory and vector-valued signal transmission to third-year electrical and computer engineering st…
Disaster Risk and Vulnerability Management from Awareness to Practice -- Quantitative Area Risk Analysis: Available Tools and Open Problems -- ARIPAR-GIS, TRAT, OPTIPATH, EHHRA-GIS -- Risk Based Decision Making: Three Examples of Practical Application Tools -- Catastrophe Risk Management -- Interactive Risk Management -- Pilot Project on Environment and Health Rapid Risk Assessment in Secondary…
Fundamentals -- Fundamentals of Dynamical Systems -- Control of Single-Input Single-Output Systems -- Basics of Sampling and Quantization -- Discrete-Event Systems -- to Hybrid Systems -- Finite Automata -- Basics of Computer Architecture -- Real-Time Scheduling for Embedded Systems -- Network Fundamentals -- Hardware -- Basics of Data Acquisition and Control -- Programmable Logic Controllers -…
Fuzzy Modeling -- Fuzzy Modeling -- Constructing Fuzzy Models from Input-Output Data -- Fuzzy Modeling with Linguistic Integrity: A Tool for Data Mining -- Nonlinear Identification Using Fuzzy Models -- Fuzzy Control -- Fuzzy Control -- Predictive Control Based on Fuzzy Models -- Robust Nonlinear Predictive Control Using Fuzzy Models -- Conclusions and Future Perspectives.The complexity and sen…
Fuzzy Subsets and Fuzzy Subgroups -- Fuzzy Caley's Theorem and Fuzzy Lagrange's Theorem -- Nilpotent, Commutator, and Solvable Fuzzy Subgroups -- Characterization of Certain Groups and Fuzzy Subgroups -- Free Fuzzy Subgroups and Fuzzy Subgroup Presentations -- Fuzzy Subgroups of Abelian Groups -- Direct Products of Fuzzy Subgroups and Fuzzy Cyclic Subgroups -- Equivalence of Fuzzy Subgroups of …
to Network System Modeling -- Layer Structures -- Node Structures -- Modeling Vertical and Horizontal Partitions -- Management and Traffic Systems -- Applying AMLn.The book describes a method for creating models of telecom systems. The method is intended for practicing network architects and designers. This method emphasizes modeling the (very complex) functional structure of networks in a way …
Probabilistic Modeling -- A Leisurely Look at Statistical Inference -- to Learning Bayesian Networks from Data -- A Casual View of Multi-Layer Perceptrons as Probability Models -- Bioinformatics -- to Statistical Phylogenetics -- Detecting Recombination in DNA Sequence Alignments -- RNA-Based Phylogenetic Methods -- Statistical Methods in Microarray Gene Expression Data Analysis -- Inferring Ge…