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
Obaid, H. B. and Trafalis, T: Fairness in Resource Allocation: Foundation and Applications
Ignatov, D., Ivanova, P., Zamaletdinova, A. and Prokopyev, O: Searching for Maximum Quasi-Bicliques with Mixed Integer Programming
Miasnikof, P., Pitsoulis, L., Bonner, A. J., Lawryshyn, Y. and Pardalos, P. M: Graph Clustering Via Intra-Cluster Density Maximization
Shvydun, S.: Computational Complexity of SRIC and LRIC indices
Sifaleras, A. and Konstantaras, I: A survey on variable neighborhood search methods for supply network inventory
Part II: Network Data Mining
Ananyeva, M. and Makarov, I: GSM: Inductive Learning on Dynamic Graph Embeddings
Averchenkova, A., Akhmetzyanova, A., Sudarikov, K., Sulimov, P., Makarov I. and Zhukov, L. E: Collaborator Recommender System based on Co-authorship Network Analysis
Demochkin, K. and Savchenko, A: User Preference Prediction in a Set of Photos based on Neural Aggregation Network
Makrushin , S.: Network structure and scheme analysis of the Russian language segment of Wikipedia
Meshcheryakova, N., Shvydun, S. and Aleskerov, F: Indirect Influence Assessment in the Context of Retail Food Network
Sokolova, A. D. and Savchenko, A. V: Facial clustering in video data using deep convolutional neural networks
Part III: Network Applications
Egamov, A.: The existence and uniqueness theorem for initial-boundary value problem of the same class of integro-differential PDEs
Gradoselskaya, G., Karpov, I. and Shcheglova, T: Mapping of politically active groups on social networks of Russian regions (on the example of Karachay-Cherkessia Republic)
Mikhailova, O., Gradoselskaya, G. and Kharlamov, A: Social Mechanisms of the Subject Area Formation. The Case of “Digital Economy
Shcheglova, T., Gradoselskaya, G. and Karpov, I: Methodology for measuring polarization of political discourse: case of comparing oppositional and patriotic discourse in online social networks
Zaytsev, D., Khvatsky, G., Talovsky, N. and Kuskova, V: Network Analysis Methodology of Policy Actors Identification and Power Evaluation (the case of the Unified State Exam introduction in Russia)
Part I: Network algorithms
Obaid, H. B. and Trafalis, T: Fairness in Resource Allocation: Foundation and Applications
Ignatov, D., Ivanova, P., Zamaletdinova, A. and Prokopyev, O: Searching for Maximum Quasi-Bicliques with Mixed Integer Programming
Section I: Agriculture digital transformation and sustainability
Towards Sustainable Agriculture: Challenges from the transition to the new digital era (Lampridi)
Sustainability in a Digital Farming Era: A Cyber-Physical Analysis Approach for Drone Applications in Agriculture 4.0 (Tsolakis)
Digital technologies in the context of energy: Focus on the developing world agriculture (Kyriakarakos)
A Circular Precision Farming System towards the optimization of dairy value-chains (Lampridi)
An analysis of safety and health issues in agriculture towards work automation (Benos)
Section IΙ: Agriculture digital transfor-mation around the world
Smart farming as a game-changer for regional-spatial planning (Agostini)
Agriculture in Latin America: recent advances and food demands by 2050 (Soria-Ruiz)
The development opportunities of agri-food farms with digital transformation (Sturiale)
Precision Agriculture’s Economic Benefits in Greece: An Exploratory Statistical Analysis (Falaras)
Section III: Diffusion of agriculture digital transformation
AI-based Chatbot System Integration to a Social Media Platform for Controlling IoT Devices in Smart Agriculture Facilities (Symeonaki)
IT in Education: Developing an online course (S. Zazueta)
Assisting DIY Agricultural Robots towards Their First Real-World Missions (Loukatos)
Evaluation of spray coverage and other spraying characteristics from ground and aerial sprayers (drones - UAVs) used in a high-density planting olive groves (Gertsis)
Predictive model for estimating the impact of technical issues on consumers interaction in agri-logistics websites (P. Sakas)
Section I: Agriculture digital transformation and sustainability
Towards Sustainable Agriculture: Challenges from the transition to the new digital era (Lampridi)
Sustainability in a Digital Farming Era: A Cyber-Physical Analysis Approach for Drone Applications in Agriculture 4.0 (Tsolakis)
DEA for the Assessment of Regions Ability to Cope with Disasters (F. Aleskerov, S. Demin)
Perishable Food Supply Chain Networks with Labor in the Covid-19 Pandemic (A. Nagurney)
Capacitated Human Migration Networks and Subsidization (A. Nagurney, P. Daniele, G. Cappello)
Drone Routing for Post-disaster Damage Assessment (B. Adsanver, E. Coban, B. Balcik)
A simulation model for the Analysis of the consequences of extreme weather conditions to the traffic status of the city of Thessaloniki, Greece (G. Tsaples, J.M.S. Grau, G. Aifadopoulou, P. Tzenos)
The Crisis Classification component to strengthen the early warning, risk assessment and decision support in extreme climate events
(G. Antzoulatos, A. Karakostas, S. Vrochidis, I. Kompatsiaris)
Toward Decentralized Decision Making for Interdependent Infrastructure Network Resilience (B. Cilalia, N. Ghorbani-Renania, K. Barkera, A.D. Gonzáleza)
Natural disasters and their impact on business units: The Greek case (J.A. Mpekiaris, G.D. Tsiotras)
Land Property Data Logging on Blockchain Ledger (S. Papangelou, Z.A. Charalampidis)
A General Framework and Control Theoretic Approach for Adaptive Interactive Learning Environments (A. Streicher, R. Schonbein, S.W. Pickl)
Disaster Preparedness at the Municipality Level: A Scenario-Based Multi-stage Measurement Methodology (M. Ghazanfari, M. Hakimifar, T. Wakolbinger, F. Toyasaki)
Wavelets in multiscale time series analysis: an application to seismic data? (S. Corsaro, P. L. De Angelis, U. Fiore, Z. Marino, F. Perla, M. Pietroluongo)
Effectiveness of investments in prevention of geological disasters? (U. Fiore, Z. Marino, F. Perla, M. Pietroluongo, S. Scognamiglio, P. Zanetti)
Universal Maximum Flow with Intermediate Storage for Evacuation Planning (U. Pyakurel, S. Dempe)
Development of Flood Disaster Prevention Simulation Smartphone Application Using Gamification (Y. Matsuno, F. Fukanuma, S. Tsuruoka)
Cyber Crises and Disaster Preparation in Austria: A Survey of Research Projects (B. Garn, K. Kieseberg, D. Schreiber, D.E. Simos)
Preface
DEA for the Assessment of Regions Ability to Cope with Disasters (F. Aleskerov, S. Demin)
Perishable Food Supply Chain Networks with Labor in the Covid-19 Pandemic (A. Nagurney)
Friction models in the framework of set-valued and convex analysis (Goeleven)
A survey on Markov’s theorem on zeros of orthogonal polynomials (Rafaeli)
A review of two network curvature measures (DasGupta)
A frictional dynamic thermal contact problem with normal compliance and damage (Chau)
Mixed Concave-Convex Sub-Superlinear Schrödinger Equation: Survey and Development of Some New Cases (Cattani)
An optimization model for a network of organ transplants with uncertain availability (Daniele)
Algebraic based techniques as decision making tools (Couceiro)
Norm Estimates for the Composite Operators (Ding)
A Variational Inequality based Stochastic Approximation for Inverse Problems in Stochastic Partial Differential Equations (Khan)
An iterative method for a common solution of split generalized equilibrium problems and fixed points of a finite family of nonexpansive mapping (Bnouhachem)
Periodic solutions around the out-of-plane equilibrium points in the restricted three-body problem with radiation and angular velocity variation (Kalantonis)
Optimal lot size with partial backlogging under the occurrence of imperfect quality items (Skouri)
Error analysis through energy minimization and stability properties of exponential integrators (Vlachos)
A degenerate Kirchhoff-type inclusion problem with nonlocal operator (Motreanu)
Competition for Medical Supplies Under Stochastic Demand in the Covid-19 Pandemic: A Generalized Nash Equilibrium Framework (Nagurney)
Predictive Energy Management for Fuel Cell Hybrid Electric Vehicles (Zhou)
Plug-in Hybrid Electric Buses with Different Battery Chemistries Total Cost of Ownership Planning and Optimization at Fleet Level based on Battery Aging (López-Ibarra)
Stochastic Optimization Methods for the Stochastic Storage Processes Control (Knopov)
Challenges for a Massive Integration of Flexible Resources in LV Networks (Arboleya)
Electrical railway power supply systems for high-speed lines: from traditional grids to smart grids (Castano-Solisr)
Energy-efficient scheduling of intra-terminal container transport (Homayouni)
Learning-based Control for Hybrid Battery Management Systems (Castro)
Robust, Resilient, and Energy Efficient Satellite Formation Control (Phillips)
A Methodology for the Assessment of Efficiency in Systems under Transient Conditions: Case Study for Hybrid Storage Systems in Elevators (García)
A holistic approach to the energy-efficient smoothing of traffic via autonomous vehicles (Hayat)
Optimal energy management of electric vehicles supplied by battery and supercapacitors: A multi-objective approach (Nguyen)
Transient Stability and Protection Evaluation of Distribution Systems with Distributed Energy Resources (Morais)
Fuzzy Logic Control for Motor Drive Performance Improvement in EV Applications (C. Ta)
Predictive Energy Management for Fuel Cell Hybrid Electric Vehicles (Zhou)
Plug-in Hybrid Electric Buses with Different Battery Chemistries Total Cost of Ownership Planning and Optimization at Fleet Level based on Battery Aging (López-Ibarra)
Stochastic Optimization Methods for the Stochastic Storage Processes Control (Knopov)
Process control and intensification of solution crystallization (Gong)
Method of characteristics for the efficient simulation of population balance models (D. Braatz)
Linearized parameter estimation methods for modeled crystallization phenomena using in-line measurements and its application to optimization of partially seeded crystallization in pharmaceutical processes (Hirasawa)
Mathematical modeling of different breakage PBE kernels using Monte Carlo simulation results (Kumar)
Optimization of tablet coating Mayur M Patel Continuous twin screw granulation processing (Douroumis)
Continuous powder feeding: Equipment design and material considerations (Crean)
Ultrasound for improved encapsulation and crystallization with focus on pharmaceutical applications (Gogate)
Nonsmooth modeling for simulation and optimization of continuous pharmaceutical manufacturing processes (Patrascu)
Integrated synthesis, crystallization, filtration and drying of active pharmaceutical ingredients: a model-based digital design framework for process optimization and control (K. Nagy)
Fast model predictive control of modular systems for continuous manufacturing of pharmaceuticals (D. Braatz)
Dynamic modeling and control of a continuous biopharmaceutical manufacturing plant (Mansouri)
Overview of scheduling methods for pharmaceutical production (T. Maravelias)
Model-based risk assessment of mAb developability (Glassey)
Design framework and tools for solid drug product manufacturing processes (Sugiyama)
Challenges and solutions in drug product process development from a material science perspective (Stauffer)
Process control and intensification of solution crystallization (Gong)
Method of characteristics for the efficient simulation of population balance models (D. Braatz)
Linearized parameter estimation methods for modeled crystallization phenomena using in-line measurements and its application to optimization of partially seeded crystallization in pharmaceutical processes (Hirasawa)
End-to-End ATR Leveraging Deep Learning (M. Kreucher)
Change Detection in SAR Images using Deep Learning Methods (Bovolo)
Homography Augmented Momentum Contrastive Learning for SAR Image Retrieval (M. Rysz)
Synthetic Aperture Radar Image Based Navigation Using Siamese Neural Networks (Semenov)
A Comparison of Deep Neural Network Architectures in Aircraft Detection from SAR Imagery (L. Chen)
Machine Learning Methods for SAR Interference Mitigation (Huang)
Classification of SAR Images using Compact Convolutional Neural Networks (Ahishali)
Multi-frequency Polarimetric SAR Data Analysis for Crop Type Classification using Random Forest (Mandal)
Automatic Determination of Different Soil Types via Several Machine Learning Algorithms Employing Radarsat-2 SAR Image Polarization Coefficients (E. Acar)
Ocean and coastal area information retrieval using SAR polarimetry (A. Buono)
End-to-End ATR Leveraging Deep Learning (M. Kreucher)
Change Detection in SAR Images using Deep Learning Methods (Bovolo)
Homography Augmented Momentum Contrastive Learning for SAR Image Retrieval (M. Rysz)
Projection of a point onto a convex set via Charged Balls Method (E. Abbasov )
Towards optimal sampling for learning sparse approximations in high dimensions (Adcock)
Recent Theoretical Advances in Non-Convex Optimization (Gasnikov)
Higher Order Embeddings for the Composition of the Harmonic Projection and Homotopy Operators (Ding)
Codifferentials and Quasidifferentials of the Expectation of Nonsmooth Random Integrands and Two-Stage Stochastic Programming (M.V. Dolgopolik)
On the Expected Extinction Time for the Adjoint Circuit Chains associated with a Random Walk with Jumps in Random Environments (Ganatsiou)
A statistical learning theory approach for the analysis of the trade-off between sample size and precision in truncated ordinary least squares (Raciti)
Recent theoretical advances in decentralized distributed convex optimization (Gasnikov)
On training set selection in spatial deep learning (M.T. Hendrix)
Surrogate-Based Reduced Dimension Global Optimization in Process Systems Engineering (Xiang Li)
A viscosity iterative method with alternated inertial terms for solving the split feasibility problem (Rassias)
Efficient Location-Based Tracking for IoT Devices Using Compressive Sensing and Machine Learning Techniques (Aboushelbaya)
Nonsmooth Mathematical Programs with Vanishing Constraints in Banach Spaces (Singh)
Projection of a point onto a convex set via Charged Balls Method (E. Abbasov )
Towards optimal sampling for learning sparse approximations in high dimensions (Adcock)
Recent Theoretical Advances in Non-Convex Optimization (Gasnikov)
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