2.4 Summary
This chapter introduced some special themes necessary in defining the SAS problem. Many points of view are possible in deciding, defining and designing Smart Adaptive Systems. Need for adaptivity and its costs and benefits come in the first line. Next, some practical aspects that make SAS project different from usual IT-projects must be recognized.
One last comment is necessary. The availability of systems and tools is crucial for gaining further ground for smart adaptive systems. Pioneers are, of course, needed, but established, in-practice-proven, commercial systems are needed in the market. This fact is clearly visible when looking at the life cycle of any new paradigm from an idea to the product.
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References
Garrigues, S., Talou, T., Nesa, D. (2001): Neural Networks for QC in Automotive Industry: Application to the Discrimination of Polypropylene Materials by Electronic Nose based on Fingerprint Mass Spectrometry. Eunite 2001.
Rodriguez, M.T., Ortega, F., Rendueles, J.L., Menendez, C. (2002): Determination of the Quality of Hot Rolled Steel Strips With Multivariate Adaptive Methods. Eunite 2002.
Oestergaard, J-J. (2003): FuzEvent & Adaptation of Operators Decisions. Eunite 2003.
Rodriguez, M.T., Ortega, F., Rendueles, J.L., Menéndez, C. (2003): Combination of Multivariate Adaptive Techniques and Neural Networks for Prediction and Control of Internal Cleanliness in Steel Strips. Eunite 2003.
Leiviskä, K., Posio, J., Tirri, T., Lehto, J. (2002): Integrated Control System for Peroxide Bleaching of Pulps. Eunite 2002.
Zacharias, J., Hartmann, C., Delgado, A. (2001): Recognition of Damages on Crates of Beverages by an Artificial Neural Network. Eunite 2001.
Linkens, D., Kwok, H.F., Mahfouf, M., Mills, G. (2001): An Adaptive Approach to Respiratory Shunt Estimation for a Decision Support System in ICU. Eunite 2001.
Chassin, L. et al. (2001): Simulating Control of Glucose Concentration in Subjects with Type 1 Diabetes: Example of Control System with Inter-and Intra-Individual Variations. Eunite 2001.
Mitzschke, D., Oehme, B., Strackeljan, J. (2002): User-Dependent Adaptability for Implementation of an Intelligent Dental Device. Eunite 2002.
Ghinea, G., Magoulas, G.D., Frank, A.O. (2002): Intelligent Multimedia Transmission for Back Pain Treatment. Eunite 2002.
Emiris, D.M., Koulouritis, D.E. (2001): A Multi-Level Fuzzy System for the Measurement of Quality of Telecom Services at the Customer Level. Eunite 2001.
Nürnberger, A., Detyniecki, M. (2002): User Adaptive Methods for Interactive Analysis of Document Databases. Eunite 2002.
Raouzaiou, A., Tsapatsoulis, N., Tzouvaras, V., Stamou, G., Kollias, S. (2002): A Hybrid Intelligence System for Facial Expression Recognition. Eunite 2002.
Balomenos, T., Raouzaiou, A., Karpouzis, K., Kollias, S., Cowie, R. (2003): An Introduction to Emotionally Rich Man-Machine Intelligent Systems. Eunite 2003.
Arnold, S., Becker, T., Delgado, A., Emde, F., Follmann, H. (2001): The Virtual Vinegar Brewer: Optimizing the High Strength Acetic Acid Fermentation in a Cognitive Controlled, Unsteady State Process. Eunite 2001.
Garcia Fernendez, L.A., Toledo, F. (2001): Adaptive Urban Traffic Control using MAS. Eunite 2001.
Hegyi, A., de Schutter, B., Hellendoorn, H. (2001): Model Predictive Control for Optimal Coordination of Ramp Metering and Variable Speed Control. Eunite 2001.
Niittymäki, J., Nevala, R. (2001): Traffic Signals as Smart Control System — Fuzzy Logic Based Traffic Controller. Eunite 2001.
Jardzioch, A.J., Honczarenko, J. (2002). An Adaptive Production Controlling Approach for Flexible Manufacturing System. Eunite 2002.
Kocka, T., Berka, P., Kroupa, T. (2001): Smart Adaptive Support for Selling Computers on the Internet. Eunite 2001.
Macias Hernandez, J.J. (2001): Design of a Production Expert System to Improve Refinery Process Operations. Eunite 2001.
Guthke, R., Schmidt-Heck, W., Pfaff, M. (2001): Gene Expression Based Adaptive Fuzzy Control of Bioprocesses: State of the Art and Future Prospects. Eunite 2001.
Larraz, F., Villaroal, R., Stylios, C.D. (2001): Fuzzy Cognitive Maps as Naphta Reforming Monitoring Method. Eunite 2001.
Woods, M.J. et al. (2002): Deploying Adaptive Fuzzy Systems for Spacecraft Control. Eunite 2002.
Kopecky, D., Adlassnig, K-P., Rappelsberger, A. (2001): Patient-Specific Adaptation of Medical Knowledge in an Extended Diagnostic and Therapeutic Consultation System. Eunite 2001.
Palaez Sanchez, J.I., Lamata, M.T., Fuentes, F.J. (2001): A DSS for the Urban Waste Collection Problem. Eunite 2001.
Fernandez, F., Ossowski, S., Alonso, E. (2003): Agent-based decision support services. The case of bus fleet management. Eunite 2003.
Hernandez, J.Z., Carbone, F., Garcia-Serrano, A. (2003): Multiagent architecture for intelligent traffic management in Bilbao. Eunite 2003.
Sterrit, R., Liu, W. (2001): Constructing Bayesian Belief Networks for Fault Management in Telecommunications Systems. Eunite 2001.
Ambrosino, G., Logi, F., Sassoli, P. (2001): eBusiness Applications to Flexible Transport and Mobility Services. Eunite 2001.
Koulouriotis, D.E., Diakoulakis, I.E., Emiris, D.M. (2001): Modeling Investor Reasoning Using Fuzzy Cognitive Maps. Eunite 2001.
Danas, C.C. (2002): The VPIS System: A New Approach to Healthcare logistics. Eunite 2002.
Heikkilä, M. (2002): Knowledge Processing in Real Options. Eunite 2002.
Nelke, M. (2001): Supplier Relationship Management: Advanced Vendor Evaluation for Enterprise Resource Planning Systems. Eunite 2001.
Carlsson, C., Walden, P. (2002): Mobile Commerce: Enhanced Quests for Value-Added Products and Services. Eunite 2002.
Biernatzki, R., Bitzer, B., Convey, H., Hartley, A.J. (2002): Prototype for an Agent Based Auction System for Power Load Management. Eunite 2002.
Dounias, G.D., Tsakonas, A., Nikolaidis, E. (2003): Application of Fundamental Analysis and Computational Intelligence in Dry Cargo Freight Market. Eunite 2003.
Riedel, S., Gabrys, B. (2003): Adaptive Mechanisms in an Airline Ticket Demand Forecasting Systems. Eunite 2003.
Adamopoulos, A. et al. (2001): Adaptive Multimodel Analysis of the Magnetoencephalogram of Epileptic Patients. Eunite 2001.
Adamopoulos, A., Likothanassis, S. (2001): A Model of the Evolution of the Immune System Using Genetic Algorithms. Eunite 2001.
Tsakonas, A., Dounias, G.D., Graf von Keyserlingk, D., Axer, H. (2001): Hybrid Computational Intelligence for Handling Diagnosis of Aphasia. Eunite 2001.
Poel, M., Ekkel, T. (2002): CNS Damage Classification in Newborn Infants by Neural Network Based Cry Analysis. Eunite 2002.
Hernando Perez, E., Gomez, E.J., Alvarez, P., del Pozo, F. (2002): Intelligent Alarms Integrated in a Multi-Agent Architecture for Diabetes Management. Eunite 2002.
Castellano, G., Fanelli, A.M., Mencar, C (2003): Discovering Human Understandable Fuzzy Diagnostic Rules From Medical Data. Eunite 2003.
Janku, L., Lhotska, L., Kreme, V. (2002): Additional Method for Evaluation of the Training Capturing: Intelligent System for the Estimation of the Human Supervisory Operator Stress Level under the Normal Safety Critical Circumstances. Eunite 2002.
Marino, P. et al. (2002): Development of a Hybrid System for a Total In-line Inspection. Eunite 2002.
Juuso, E., Gebus, S. (2002): Defect Detection on Printed Circuit Boards using Lingustic Equations Applied to Small Batch Processes. Eunite 2002.
Kivikunnas, S., Koskinen, J., Lähdemäki, R., Oksanen, P. (2002): Hierarchical Navigation and Visualisation System for Paper Machine. Eunite 2002.
Vehi, J., Mujica, L.E. (2003): Damage Identification using Case Based Reasoning and Self Organizing Maps. Eunite 2003.
Döring, C., Eichhorn, A., Klose, A., Kruse, R. (2003): Classification of Surface Form Deviations for Quality Analysis. Eunite 2003.
Christova, N., Vachkov, G. (2003): Real Time System Performance Evaluation By Use of Mutually Excluding Relations Analysis. Eunite 2003.
Strackeljan, J., Dobras, J. (2003): Adaptive Process and Quality Monitoring using a new LabView Toolbox. Eunite 2003
Ahola, T., Kumpula, H., Juuso, E. (2003): Case Based Prediction of Paper Web Break Sensitivity. Eunite 2003.
Zmeska, Z. (2002): Analytical Credit Risk Estimation Under Soft Conditions. Eunite 2002.
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Leiviskä, K. (2005). Problem Definition — From Applications to Methods. In: Gabrys, B., Leiviskä, K., Strackeljan, J. (eds) Do Smart Adaptive Systems Exist?. Studies in Fuzziness and Soft Computing, vol 173. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-32374-0_2
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DOI: https://doi.org/10.1007/3-540-32374-0_2
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