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Complex Adaptive Systems 2015: San Jose, CA, USA
- Cihan H. Dagli:

Proceedings of the Complex Adaptive Systems 2015 Conference, San Jose, CA, USA, November 2-4, 2015. Procedia Computer Science 61, Elsevier 2015 - Cihan H. Dagli:

Inside Title Page. 1 - Cihan H. Dagli:

Engineering Cyber Physical Systems: Machine Learning, Data Analytics and Smart Systems Architecting Preface. 8-9 - Mika Sato-Ilic:

Multidimensional Joint Scale and Cluster Analysis. 11-17 - Mariko Takagishi, Hiroshi Yadohisa

:
Semi-supervised Clustering for Sparsely Sampled Longitudinal Data. 18-23 - Abhijit Gosavi

:
Analyzing Responses from Likert Surveys and Risk-adjusted Ranking: A Data Analytics Perspective. 24-31 - Takashi Hasuike, Hideki Katagiri, Hiroe Tsubaki:

An Interactive Algorithm to Construct an Appropriate Nonlinear Membership Function Using Information Theory and Statistical Method. 32-37 - Jeyhun Karimov, A. Murat Ozbayoglu

:
Clustering Quality Improvement of k-means Using a Hybrid Evolutionary Model. 38-45 - Solane Duque

, Mohd. Nizam bin Omar:
Using Data Mining Algorithms for Developing a Model for Intrusion Detection System (IDS). 46-51 - Iveta Mrázová

, Peter Zvirinsky:
Czech Insolvency Proceedings Data: Social Network Analysis. 52-59 - Vasco Cortez, Sergio Rica

:
Dynamics of the Schelling Social Segregation Model in Networks. 60-65 - Phillip H. Griffin

:
Biometric Knowledge Extraction for Multi-factor Authentication and Key Exchange. 66-71 - Jinhong K. Guo, David Van Brackle, Nicolas LoFaso, Martin O. Hofmann:

Extracting Meaningful Entities from Human-generated Tactical Reports. 72-79 - Soheil Almasi Monfared, David Enke:

Noise Canceling in Volatility Forecasting Using an Adaptive Neural Network Filter. 80-84 - Phoebe S. Wiles, David Enke:

Optimizing MACD Parameters via Genetic Algorithms for Soybean Futures. 85-91 - Patrick T. Hester:

Analyzing Stakeholders Using Fuzzy Cognitive Mapping. 92-97 - Mamadou D. Seck, Ghaith Rabadi, Christian Koestler:

A Simulation-based Approach to Risk Assessment and Mitigation in Supply Chain Networks. 98-104 - Michael A. Idowu:

A Novel Theoretical Framework Formulated for Information Discovery from Number System and Collatz Conjecture Data. 105-111 - Guangyi Liu, Wendong Zhu, Chris Saunders, Feng Gao, Yang Yu:

Real-time Complex Event Processing and Analytics for Smart Grid. 113-119 - José M. Gutiérrez López, Michael Jensen, Morten Henius, Tahir M. Riaz:

Smart Waste Collection System Based on Location Intelligence. 120-127 - George L. Ball, Christopher (Kit) Runge, Leslie Peoble:

An Information-centric Approach to Engineering and Manufacturing Cyber Physical Systems in the Defense Industry. 128-132 - Davinia B. Rizzo, Mark R. Blackburn:

Use of Bayesian Networks for Qualification Planning: A Predictive Analysis Framework for a Technically Complex Systems Engineering Problem. 133-140 - Mark R. Blackburn, Peter O. Denno:

Using Semantic Web Technologies for Integrating Domain Specific Modeling and Analytical Tools. 141-146 - Joshua Rodewald, John M. Colombi

, Kyle Oyama, Alan Johnson:
Using Information-theoretic Principles to Analyze and Evaluate Complex Adaptive Supply Network Architectures. 147-152 - Kyle Buller:

A Pragmatic Method for Assessing Systems Architectures During the Architecture Generation Process with a Focus on Repurposing Business Software to Systems Engineering. 153-159 - Andrew Renault:

A Model for Assessing UAV System Architectures. 160-167 - Gene Lesinski:

Application of Value Focused Thinking and Fuzzy Systems to Assess System Architecture. 168-175 - Louis Pape, Siddhartha Agarwal

, Cihan H. Dagli:
Selecting Attributes, Rules, and Membership Functions for Fuzzy SoS Architecture Evaluation. 176-182 - Chandru Mirchandani:

Cloud-based Ground System for Telemetry Processing. 183-190 - Syed Rizvi, Kelsey Karpinski, Brennen Kelly, Taryn Walker:

Utilizing Third Party Auditing to Manage Trust in the Cloud. 191-197 - Konstantin Benz, Thomas Michael Bohnert:

Elastic Scaling of Cloud Application Performance Based on Western Electric Rules by Injection of Aspect-oriented Code. 198-205 - Syed Rizvi, Nathan Showan, John Mitchell:

Analyzing the Integration of Cognitive Radio and Cloud Computing for Secure Networking. 206-212 - Mehmet Toy:

Cloud Services Architectures. 213-220 - Casey J. Perkins

, George A. Muller
:
Using Discrete Event Simulation to Model Attacker Interactions with Cyber and Physical Security Systems. 221-226 - Abdullahi Arabo:

Cyber Security Challenges within the Connected Home Ecosystem Futures. 227-232 - Douglas A. Bodner:

Mitigating Counterfeit Part Intrusions with Enterprise Simulation. 233-239 - Marilyn T. Gaska, Joseph S. Bobinis, Vincent Galluzzo:

Application of System Design for Operational Effectiveness for Architectural Modeling of the SoS Relationship between Primary and Enabling Systems. 240-245 - Mamadou D. Seck, Joseph Barjis:

An Agent Based Approach for Simulating DEMO Enterprise Models. 246-253 - Ronald E. Giachetti:

Evaluation of the DoDAF Meta-model's Support of Systems Engineering. 254-260 - Syed W. Hussaini:

A Systemic Approach to Re-inforce Development and Operations Functions in Delivering an Organizational Program. 261-266 - Laura Roa Castro, Julie Stal-Le Cardinal, Martine Callot:

Towards an Adaptive Model for Collaborative Simulation: From System Design to Lessons Learned. A Use Case from Aircraft Industry. 267-273 - Paul Brous, Paulien M. Herder

, Marijn Janssen
:
Towards Modelling Data Infrastructures in the Asset Management Domain. 274-280 - Justin Y. Adkins, Kevin MacG. Adams, Patrick T. Hester:

How System Errors Affect Aircrew Resource Management (CRM). 281-286 - Julian Wilberg, Fatos Elezi, Iris D. Tommelein

, Udo Lindemann:
Using a Systemic Perspective to Support Engineering Change Management. 287-292 - Chris Orlowski, Paul Blessner, Timothy D. Blackburn, Bill A. Olson:

A Framework for Implementing Systems Engineering Leading Indicators for Technical Reviews and Audits. 293-300 - Francesco Rago:

A Smart Adaptable Architecture Based on Contexts for Cyber Physical Systems. 301-306 - Ronald H. Freeman:

Understanding Space Launch Vehicle Complexity: A Case Study in Combustion Instabilities. 307-312 - Fred Highland, Corey B. Hart:

Adaptation of Spike-Timing-Dependent Plasticity to Unsupervised Learning for Polychronous Wavefront Computing. 314-321 - Felix Wang:

Simulation Tool for Asynchronous Cortical Streams (STACS): Interfacing with Spiking Neural Networks. 322-327 - Jacob D. Bryan, Stephen E. Levinson:

Autoregressive Hidden Markov Model and the Speech Signal. 328-333 - Tokunbo Ogunfunmi

:
Adaptive Filtering Using Complex Data and Quaternions. 334-340 - Zarah Sarafraz, Hossein Sarafraz, Mohammed Sayeh, John W. Nicklow:

Student Yield Maximization Using Genetic Algorithm on a Predictive Enrollment Neural Network Model. 341-348 - Jonathan A. Cox, Conrad D. James, James B. Aimone

:
A Signal Processing Approach for Cyber Data Classification with Deep Neural Networks. 349-354 - Ángela Rodríguez, Armando Ordóñez

, Hugo Ordoñez
, Rocio Segovia:
Adapting NSGA-II for Hierarchical Sensor Networks in the IoT. 355-360 - Omid Saremi

, Masoud Shariat Panahi, Amin Sabzehzar:
An Improved Continuous-Action Extended Classifier Systems for Function Approximation. 361-366 - Shijun Tang, Rajan Alex:

Synthetic Rating on Talent Evaluation-Similarity of Subsets. 367-372 - Michael A. Idowu:

Instantaneous Modelling and Reverse Engineering of Data-Consistent Prime Models in Seconds! 373-380 - Walker H. Land Jr., J. David Schaffer:

Predicting with Confidence: Extensions to the GRNN Oracle Enabling Quantification of Confidence in Predictions. 381-387 - Ling Wang, Ji-Yuan Dong, Shu-Lin Li:

Fuzzy Inference Algorithm based on Quantitative Association Rules. 388-394 - Nijat Mehdiyev, Julian Krumeich, David Enke, Dirk Werth, Peter Loos:

Determination of Rule Patterns in Complex Event Processing Using Machine Learning Techniques. 395-401 - Wen-Li Wang, Mei-Huei Tang:

A Normalization Process to Standardize Handwriting Data Collected from Multiple Resources for Recognition. 402-409 - Firas S. Assaad, Gürsel Serpen

:
Transformation based Score Fusion Algorithm for Multi-modal Biometric User Authentication through Ensemble Classification. 410-415 - Claude Turner

, Anthony Joseph:
A Wavelet Packet and Mel-Frequency Cepstral Coefficients-Based Feature Extraction Method for Speaker Identification. 416-421 - Andrew Mercer, Alexandria Grimes:

Diagnosing Tropical Cyclone Rapid Intensification Using Kernel Methods and Reanalysis Datasets. 422-427 - Michael B. Richman

, Lance M. Leslie:
Uniqueness and Causes of the California Drought. 428-435 - Shreyamsh Kamate, Nuri Yilmazer:

Application of Object Detection and Tracking Techniques for Unmanned Aerial Vehicles. 436-441 - Tamer M. Nassef

:
Computer-assisted System to Generate a New Intelligent Rotary Dental Files IRDF Models. 442-447 - Nizam Uddin Ahamed

, Zulkifli Bin Md Yusof, Mahdi Alqahtani, Omar Altwijri, S. A. M. Matiur Rahman, Kenneth Sundaraj
:
Gender Effects in Surface Electromyographic Activity of the Biceps Brachii Muscle During Prolonged Isometric Contraction. 448-453 - Jeff Cohen, Abby Ilumoka, Iman Salehi:

Neural Network-Based Drug Abuse Treatment Optimization. 454-459 - Stephen H. Anderson, D. J. Heinze, R. L. Peyton:

Assessment of Selected Methods for Estimating Chemical Transport Parameters from Computed Tomographic Imaging. 460-465 - Stephen H. Anderson, J. L. Holmes, R. L. Peyton:

Tomography-measured Spatial Distributions of Non-Aqueous Phase Liquids in Porous Media. 466-471 - Rania M. Moussa

, Magdy A. Awadalla, Mona K. Marei
, Tamer M. Nassef
:
A Computerized Tomographic Data Analysis System to Evaluate the Dental Implant Surface Roughness. 472-477 - Adamu M. Ibrahim, Brandon Bennett, Fatima Isiaka

:
The Optimisation of Bayesian Classifier in Predictive Spatial Modelling for Secondary Mineral Deposits. 478-485 - Victor Pulla, Xavier Serrano

:
Modeling of a Neuro Fuzzy System to Develop an Efficient Method to Get a Specific Color Paint from the Color Model Cyan, Magenta and Yellow (CMY) under Terms of Open Source. 486-491 - Amin Sabzehzar, W. L. Shan, M. Shariat Panahi, Omid Saremi

:
An Improved eXtended Classifier System for the Real-time-input Real-time-output (XCSRR) Stability Control of a Biped Robot. 492-499 - Abdoulaye Saadou-Yaye, Julio Aráuz:

μAutonomy: Intelligent Command of Movable Objects. 500-506 - Jayanta K. Debnath, Gürsel Serpen

:
Real-Time Optimal Scheduling of a Group of Elevators in a Multi-Story Robotic Fully-Automated Parking Structure. 507-514 - Yan Wang, Lin Lin, Mitsuo Gen, Lu Sun, Hiroshi Kawakami:

A Co-cooperative Evolutionary Algorithm for Flexible Scheduling Problem under Uncertainty. 515-520 - Lu Sun, Lin Lin, Yan Wang, Mitsuo Gen, Hiroshi Kawakami:

A Bayesian Optimization-based Evolutionary Algorithm for Flexible Job Shop Scheduling. 521-526 - Nabil Kenan, Ali Diabat:

A Branch-and-Price Algorithm to Solve a Quay Crane Scheduling Problem. 527-532 - Mohammad Sadaqa, Reinaldo J. Moraga:

Scheduling Blocking Flow Shops Using Meta-RaPS. 533-538

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