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1. Data Mining for Biomarker Discovery
edited by Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis
出版情報: Boston, MA : Springer US, 2012
シリーズ名: Springer Optimization and Its Applications ; 65
オンライン: http://dx.doi.org/10.1007/978-1-4614-2107-8
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2. Sustainable Environmental Design in Architecture : Impacts on Health
edited by Stamatina Th. Rassia, Panos M. Pardalos
出版情報: New York, NY : Springer Science+Business Media, LLC, 2012
シリーズ名: Springer Optimization and Its Applications ; 56
オンライン: http://dx.doi.org/10.1007/978-1-4419-0745-5
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3. Financial Decision Making Using Computational Intelligence
edited by Michael Doumpos, Constantin Zopounidis, Panos M. Pardalos
出版情報: Boston, MA : Springer US : Imprint: Springer, 2012
シリーズ名: Springer Optimization and Its Applications ; 70
オンライン: http://dx.doi.org/10.1007/978-1-4614-3773-4
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Preface
List of Contributors
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)
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4. Dynamics of Information Systems: Mathematical Foundations
edited by Alexey Sorokin, Robert Murphey, My T. Thai, Panos M. Pardalos
出版情報: New York, NY : Springer New York : Imprint: Springer, 2012
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 20
オンライン: http://dx.doi.org/10.1007/978-1-4614-3906-6
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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
3. On the Optimization of InformationWorkflow
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5. Systems Analysis Tools for Better Health Care Delivery
edited by Panos M. Pardalos, Pando G. Georgiev, Petraq Papajorgji, Britta Neugaard
出版情報: New York, NY : Springer New York : Imprint: Springer, 2013
シリーズ名: Springer Optimization and Its Applications ; 74
オンライン: http://dx.doi.org/10.1007/978-1-4614-5094-8
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6. Models, Algorithms, and Technologies for Network Analysis : Proceedings of the First International Conference on Network Analysis
edited by Boris Goldengorin, Valery A. Kalyagin, Panos M. Pardalos
出版情報: New York, NY : Springer New York : Imprint: Springer, 2013
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 32
オンライン: http://dx.doi.org/10.1007/978-1-4614-5574-5
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7. Dynamics of Information Systems : Computational and Mathematical Challenges
edited by Chrysafis Vogiatzis, Jose L. Walteros, Panos M. Pardalos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2014
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 105
オンライン: http://dx.doi.org/10.1007/978-3-319-10046-3
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Asymmetry of Risk and Value of Information
A Risk-Averse Differential Game Approach to Multi-Agent Tracking and Synchronization with Stochastic Objects and Command Generators
Informational Issues in Decentralized Control
Sparse Signal Reconstruction: LASSO and Cardinality Approaches
Evaluation of the Copycat Model for predicting complex network growth
Optimal Control Formulations for the Unit Commitment Problem
On the far from most string problem, one of the hardest string selection problems
IGV-plus: a Java software for the analysis and visualization of Next-Generation Sequencing data
Statistical Techniques for Assessing Cyberspace Security
Systems Safety Analysis via Accident Precursors Selection
Asymmetry of Risk and Value of Information
A Risk-Averse Differential Game Approach to Multi-Agent Tracking and Synchronization with Stochastic Objects and Command Generators
Informational Issues in Decentralized Control
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8. Algorithm Portfolios : Advances, Applications, and Challenges. 1st ed. 2021
by Dimitris Souravlias, Konstantinos E. Parsopoulos, Ilias S. Kotsireas, Panos M. Pardalos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2021
シリーズ名: SpringerBriefs in Optimization ;
オンライン: https://doi.org/10.1007/978-3-030-68514-0
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1. Metaheuristic optimization algorithms
2. Algorithm portfolios
3. Selection of constituent algorithms
4. Allocation of computation resources
5. Sequential and parallel models
6. Recent applications
7. Epilogue
References
1. Metaheuristic optimization algorithms
2. Algorithm portfolios
3. Selection of constituent algorithms
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9. Information and Communication Technologies for Agriculture—Theme IV: Actions. 1st ed. 2021
edited by Dionysis D. Bochtis, Simon Pearson, Maria Lampridi, Vasso Marinoudi, Panos M. Pardalos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2021
シリーズ名: Springer Optimization and Its Applications ; 185
オンライン: https://doi.org/10.1007/978-3-030-84156-0
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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)
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10. Dynamics of Disasters : Impact, Risk, Resilience, and Solutions. 1st ed. 2021
edited by Ilias S. Kotsireas, Anna Nagurney, Panos M. Pardalos, Arsenios Tsokas
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2021
シリーズ名: Springer Optimization and Its Applications ; 169
オンライン: https://doi.org/10.1007/978-3-030-64973-9
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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)
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)
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11. Information and Communication Technologies for Agriculture—Theme III: Decision. 1st ed. 2022
edited by Dionysis D. Bochtis, Claus Grøn Sørensen, Spyros Fountas, Vasileios Moysiadis, Panos M. Pardalos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Optimization and Its Applications ; 184
オンライン: https://doi.org/10.1007/978-3-030-84152-2
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Section I: Value Chain
Agricultural Information Model (Palma)
Development of a framework for implementing IOT-A on the beef cattle value chain (Mostaço)
Food business information systems and software in Western Greece (Mitsos)
Section II: Primary production
From precision agriculture to agriculture 4.0: Integrating ICT in farming (Benos)
On the routing of unmanned aerial vehicles (UAVs) in precision farming sampling missions (Bochtis)
3D scenery construction of agricultural environments for robotics awareness (Tagarakis)
A Weed Control Unmanned Ground Vehicle Prototype for Precision Farming Activities: The Case of Red Rice (Bechtsis)
Decision making and Decision Support System for a successful weed management (Kanatas)
Zephyrus: Grain aeration strategy based on the prediction of temperature and moisture fronts (Lopes)
Decision-Making Applications on Smart Livestock Farming (A. Nääs)
Section III: Environment
Programmable Process Structures of unified elements for model-based planning and operation of complex agri-environmental processes (Varga)
Monitoring and estimation of sugarcane burning in Brazil, using linear mixed models (S. Galvanin)
A Decision Support System for Green Crop Fertilization Planning (Rodias)
Knowledge elicitation and modeling of agroecological management strategies (Martin-Clouaire)
Section I: Value Chain
Agricultural Information Model (Palma)
Development of a framework for implementing IOT-A on the beef cattle value chain (Mostaço)
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12. Introduction to Combinatorial Optimization. 1st ed. 2022
by Ding-Zhu Du, Panos M. Pardalos, Xiaodong Hu, Weili Wu
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Optimization and Its Applications ; 196
オンライン: https://doi.org/10.1007/978-3-031-10596-8
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1. Introduction.-2. Divide-and-Conquer
3. Dynamic Programming and Shortest Path
4. Greedy Algorithm and Spanning Tree
5. Incremental Method and Maximum Network Flow
6. Linear Programming
7. Primal-Dual Methods and Minimum Cost Flow
8. NP-hard Problems and Approximation Algorithms
9. Restriction and Steiner Tree
10. Greedy Approximation and Submodular Optimization
11. Relaxation and Rounding. 12. Nonsubmodular Optimization
Bibliography
1. Introduction.-2. Divide-and-Conquer
3. Dynamic Programming and Shortest Path
4. Greedy Algorithm and Spanning Tree
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13. Information and Communication Technologies for Agriculture—Theme II: Data. 1st ed. 2022
edited by Dionysis D. Bochtis, Dimitrios E. Moshou, Giorgos Vasileiadis, Athanasios Balafoutis, Panos M. Pardalos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Optimization and Its Applications ; 183
オンライン: https://doi.org/10.1007/978-3-030-84148-5
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Section 1 Data Technologies: You Got Data…. Now What: Building the Right Solution for the Problem (Jackman)
Data fusion and its applications in Agriculture (Moshou)
Machine learning technology and its current implementation in agriculture (Anagnostis)
Section 2 Applications: Application possibilities of IoT based management systems in agriculture (Tóth)
Plant species detection using image processing and deep learning: A mobile-based application (Mangina)
Computer vision-based detection and tracking in the olive sorting pipeline (Gogos)
Integrating spatial with qualitative data to monitor land use intensity: evidence from arable land – animal husbandry systems (Vasilakos)
Air drill seeder distributor head evaluation: a comparison between laboratory tests and Computational Fluid Dynamics simulations (R. Scola)
Section 3 Value Chain: Data - based agricultural business continuity management policies (Podaras)
Soybean price trend forecast using deep learning techniques based on prices and text sentiments (F. Silva)
Use of unsupervised machine learning for agricultural supply chain data labeling (F. Silva)
Section 1 Data Technologies: You Got Data…. Now What: Building the Right Solution for the Problem (Jackman)
Data fusion and its applications in Agriculture (Moshou)
Machine learning technology and its current implementation in agriculture (Anagnostis)
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14. Intelligent Control and Smart Energy Management : Renewable Resources and Transportation. 1st ed. 2022
edited by Maude Josée Blondin, João Pedro Fernandes Trovão, Hicham Chaoui, Panos M. Pardalos
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Optimization and Its Applications ; 181
オンライン: https://doi.org/10.1007/978-3-030-84474-5
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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)