1. Statistically Principled Application of Computational Intelligence Techniques for Finance (J.V. Healy)
2. Can Artificial Traders Learn and Err Like Human Traders? A New Direction for Computational Intelligence in Behavioral Finance (S.-H. Chen, K.-C. Shih, C.-C. Tai)
3. Application of Intelligent Systems for News Analytics (C. Bozic, S. Chalup, D. Seese)
4. Modelling and Trading the Greek Stock Market with Hybrid ARMA-Neural Network Models (C. L. Dunis, J. Laws, A. Karathanasopoulos)
5. Pattern Detection and Analysis in Financial Time Series Using Suffix Arrays (K. F. Xylogiannopoulos, P. Karampelas, R. Alhajj)
6. Genetic Programming for the Induction of Seasonal Forecasts: A Study on Weather Derivatives (A. Agapitos, M. O’Neill, A. Brabazon)
7. Evolution Strategies for IPO Underpricing Prediction (D. Quintana, C. Luque, J. M. Valls, P. Isasi)
8. Bayesian Networks for Portfolio Analysis and Optimization (S. Villa, F. Stella)
9. Markov Chains in Modelling of the Russian Financial Market (G. A. Bautin and V. A. Kalyagin)
10. Fuzzy Portfolio Selection Models: A Numerical Study (En. Vercher and J. D. Bermúdez)
11. Financial Evaluation of Life Insurance Policies in High Performance Computing Environments (S. Corsaro, P. L. De Angelis, Z. Marino, P. Zanetti)
Index
Preface
List of Contributors
1. Statistically Principled Application of Computational Intelligence Techniques for Finance (J.V. Healy)
1. Dynamics of Information and Optimal Control of Mutation in Evolutionary Systems
2. Integration Principle as the Master Equation of the Dynamics of an Information System
3. On the Optimization of InformationWorkflow
4. Characterization of the Operator Cognitive State Using Response Times During Semi-autonomousWeapon Task Assignment
5. Correntropy in Data Classification
6. Algorithms for Finding Diameter-constrained Graphs with Maximum Algebraic Connectivity
7. Robustness and Strong Attack Tolerance of Low-Diameter Networks
8. Dynamics of Climate Networks
9. Sensor Scheduling for Space Object Tracking and Collision Alert
10. Throughput Maximization in CSMA Networks with Collisions and Hidden Terminals
11. Optimal Formation Switching with Collision Avoidance and Allowing Variable Agent Velocities
12. Computational Studies of Randomized Multidimensional Assignment Problems
13. On Some Special Network Flow Problems: The Shortest Path Tour Problems
14. A Hierarchical Multi-modal Hybrid Stackelberg-Nash GA for a Leader with Multiple Followers Game
15. The Role of Information in Nonzero-Sum Differential Games
16. Information Considerations in Multi-person Cooperative Control/Decision Problems: Information Sets, Sufficient Information Flows and Risk-Averse Decision Rules for Performance Robustness
17. Modeling Interactions in Complex Systems: Self-Coordination, Game-Theoretic Design Protocols, and Performance-Reliability Aided Decision Making
1. Dynamics of Information and Optimal Control of Mutation in Evolutionary Systems
2. Integration Principle as the Master Equation of the Dynamics of an Information System
Novel Biclustering Methods for Re-Ordering Data Matrices (P.A. DiMaggio Jr., A. Subramani, C.A. Floudas)
Clustering Time Series Data with Distance Matrices (O. Şeref, W.A. Chaovalitwongse)
Mathematical Models of Supervised Learning and Application to Medical Diagnosis (R. De Asmundis, M.R. Guarracino)
Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer’s Disease (E.K. Lee, T.-L. Wu, F. Goldstein, A. Levey)
Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random (B. Chen, R.J. Cook)
Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis (I.A. Kakadiaris, E.G.M. Ruiz)
An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data (G. Gazzola, C.-A. Chou, M.K. Jeong, W.A. Chaovalitwongse)
Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System (F. Panetsos, A. Sanchez-Jimenez, C. Herrera-Rincon)
EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism (V. Sakkalis, K. Marias)
Maximal Connectivity and Constraints in the Human Brain (R.V. Belavkin)
Preface
Novel Biclustering Methods for Re-Ordering Data Matrices (P.A. DiMaggio Jr., A. Subramani, C.A. Floudas)
Clustering Time Series Data with Distance Matrices (O. Şeref, W.A. Chaovalitwongse)
Transitivity and Topological Mixing for C1 Diffeomorphisms
Recent Results on the Size of Critical Sets
The FoxLi operator as a Test and a Spur for WienerHopf Theory
Kahler Metrics with Cone Singularities along a Divisor
The Space of Framed functions is Contractible
Quantum Gravity via Manifold Positivity
Parabolic Explosions in Families of Complex Polynomials
Super Stable Kahlerian Horseshoe?
A Smooth Multivariate Interpolation Algorithm
Bifurcations of Solutions of the 2-Dimensional Navier-Stokes System
Arnold Diffusion by Variational Methods
Turning Washington's Heuristics in Favor of Vandiver's Conjecture
Schwartzman Cycles and Ergodic Solenoids
An Additive Functional equation in Orthogonality Spaces
Exotic Heat PDEs.II
Topology at a Scale in Metric Spaces
Functions and Associated Series and Integrals
Gyrations: The Missing Link Between Classical Mechanics with its Underlying Euclidean Geometry and Relativistic Mechanics with its Underlying Hyperbolic Geometry
Preface
Transitivity and Topological Mixing for C1 Diffeomorphisms
Three and One Questions to Dr. B. Mirkin about Complexity Statistics (I. Mandel)
Section 1
A Polynomial Algorithm for a Class of 0-1 Fractional Programming Problems Involving Composite Functions, with an Application to Additive Clustering (P. Hansen, C. Meyer)
Experiments with a Non-Convex Variance-Based Clustering Criterion (R.F. Toso, E.V. Bauman, C.A. Kulikowski, I.B. Muchnik)
A Pseudo-Boolean Approach to the Market Graph Analysis by Means of the p-Median Model (B. Goldengorin, A. Kocheturov, P.M. Pardalos)
Clustering as an Approach to 3D Reconstruction Problems (S. Archangelski, I. Muchnik)
Selecting the Minkowski Exponent for Intelligent K-Means with Feature Weighting (R. Cordeiro de Amorim, B. Mirkin)
High Dimensional Data Classification (V. Pappu, P.M. Pardalos)
Algorithm FRiS-TDR for Generalized Classification of the Labeled, Semi-Labeled and Unlabeled Datasets (I.A. Borisova, N.G. Zagoruiko)
From Separating to Proximal Plane Classifiers: A Review (M.B. Ferraro, M.R. Guarracino)
A Note on the Effectiveness of the Least Squares Consensus Clustering (B. Mirkin, A. Shestakov)
Section 2
Single or Multiple Consensus for Linear Orders (A. Guenoche)
Choice Functions on Tree Quasi-Orders (R.C. Powers, F. McMorris)
Weak Hierarchies: a Central Clustering Structure (P. Bertrand, J. Diatta)
Some Observations on Oligarchies, Internal Direct Sums and Lattice Congruences (M.F. Janowitz)
Thinking Ultrametrically, Thinking p-Adically (F. Murtagh)
A New Algorithm for Inferring Hybridization Events Based on the Detection of Horizontal Gene Transfers (V. Makarenkov, A. Box, P. Legendre)
Section 3
Meaningless Statements in Landscape Ecology and Sustainable Environments (F. Roberts)
Nearest Neighbour in Least Squares Data Imputation Algorithms for Marketing Data (I. Wasito). An AST Method for Scoring String-to-Text Similarity in Semantic Text Analysis (K. Chernyak, B. Mirkin)
Improving Web Search Relevance with Learning Structure of Domain Concepts (B. Galitsky, B. Kovalerchuk)
Linear Regression via Elastic Net: Non-Enumerative Leave-One-Out Verification of Feature Selection (E. Chernousova, N. Razin, O. Krasotkina, V. Mottl, D. Windridge)
The Manipulability Index in the IANC Model (Y. Veselova)
Three and One Questions to Dr. B. Mirkin about Complexity Statistics (I. Mandel)
Section 1
A Polynomial Algorithm for a Class of 0-1 Fractional Programming Problems Involving Composite Functions, with an Application to Additive Clustering (P. Hansen, C. Meyer)
1. If robots conquer airspace: The Architecture of The Vertical City (J. Willmann, F. Gramazio, M.Kohler)
2. Smart cities in a smart world (B. Murgante, G. Barruso)
3. Understanding the context (R. Nicholson)
4. Architectural mithridatism? (C. Blanchet)
5. The heat is on, Now we must act (W. S. W. Lim)
6. Hollistic approach to shape future cities (R. Tsui, S. Wu, A. Siu)
7. Can dense cities really be livable? (L. Hee)
8. Building resilient cities to climate change (M. Santamouris, C. Cartalis)
9. Evaluation and reliability of shape grammars for urban planning and network design (B. J. Vitins, K. W. Axhausen)
10. Using policy instruments to drive optimal living and sustainable consumption in the built and natural environment (T. Ibn-Mohammed, A. Acquaye, R. Greenough, S. Taylor, L. Ozawa-Meida)
11. Hidden surface effects: Radiant temperature as an urban and architectural comfort culprit (F. Meggers)
12. Weather data and solar orientations (M. Samimi)
13. Analysis and classification of public spaces using convex and solid-void models (J. Beirão, A. Chaszar and L. Čavić)
1. If robots conquer airspace: The Architecture of The Vertical City (J. Willmann, F. Gramazio, M.Kohler)
2. Smart cities in a smart world (B. Murgante, G. Barruso)
A Matheuristic Algorithm for solving the Vehicle Routing Problem with Cross-Docking
Physical activity as a risk factor in the progression of Osteoarthritis: A machine learning perspective
QPTAS for the CVRP with a moderate number of routes in a metric space of any xed doubling dimension
Early detection of eating disorders through machine learning techniques
On Finding Minimum Cardinality Subset of Vectors with a Constraint on the Sum of Squared Euclidean Pairwise Distances
Practical Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks
A Class of Linear Programs Solvable by Coordinate-wise Minimization
Travel times equilibration procedure for route- flow traffic assignment problem
confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms
Randomized Algorithms for Some Sequence Clustering Problems
Hyper-parameterized Dialectic Search for Non-Linear Box-constrained Optimization with Heterogenous Variable Types
Least Squares K-SVCR Multi-class Classification
Active learning based framework for image captioning corpus creation
Reducing space search in combinatorial optimization using machine learning tools
Impact of the Discretization of VOCs for Cancer Prediction using a Multi-Objective Algorithm
AUGMECON2 method for a bi-objective U-shaped assembly line balancing problem
Two-Channel Conflict-Free Square Grid Aggregation
Online Stacking using RL with Positional and Tactical Features
Power consumption estimation in data centers using machine learning techniques
Automated tuning of a column generation algorithm
Pool-based Realtime Algorithm Configuration: A Preselection Bandit Approach
A Memetic Approach for the Unicost Set Covering Problem
Dynamic Visual Few-Shot Learning through Parameter Prediction Network
An Alternating DCA-based Approach for Reduced-Rank Multitask Linear Regression with Covariance Estimation
PSO-based cooperative learning using chunking
The problem of the hospital surgery department debottlenecking
Learning Optimal Control of Water Distribution Networks through Sequential Model-based Optimization
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization
A Pareto Simulated Annealing for the Integrated Problem of Berth and Quay Crane Scheduling at Maritime Container Terminals with Multiple Objectives and Stochastic Arrival Times of Vessels
HotelSimu: Simulation-based Optimization for Hotel Dynamic Pricing
Heuristic Search Strategies for Noisy Optimization
Uncertainty of efficient frontier in portfolio optimization
Learning to configure mathematical programming solvers by mathematical programming
Convex Hulls in Solving Multiclass Pattern Recognition Problem
Least Correntropic Loss Regression
Novelty Discovery with Kernel Minimum Enclosing Balls
DESICOM as Metaheuristic Search
Optimization for Urban Air Mobility
A Matheuristic Algorithm for solving the Vehicle Routing Problem with Cross-Docking
Physical activity as a risk factor in the progression of Osteoarthritis: A machine learning perspective