2009 |
26 | EE | X. Z. Gao,
X. Wang,
Seppo J. Ovaska:
Fusion of clonal selection algorithm and differential evolution method in training cascade-correlation neural network.
Neurocomputing 72(10-12): 2483-2490 (2009) |
2008 |
25 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Xiaolei Wang:
Negative Selection Algorithm with Applications in Motor Fault Detection.
Soft Computing Applications in Industry 2008: 93-115 |
24 | EE | David Shilane,
Jarno Martikainen,
Sandrine Dudoit,
Seppo J. Ovaska:
A general framework for statistical performance comparison of evolutionary computation algorithms.
Inf. Sci. 178(14): 2870-2879 (2008) |
23 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Xiaolei Wang,
Mo-Yuen Chow:
A neural networks-based negative selection algorithm in fault diagnosis.
Neural Computing and Applications 17(1): 91-98 (2008) |
2007 |
22 | EE | Jarno Martikainen,
Seppo J. Ovaska,
Xiao Zhi Gao:
Accelerating optimization using probabilistic affinity evaluation and Clonal Selection Principle.
SMC 2007: 1230-1235 |
21 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Xiaolei Wang:
Particle Swarm Optimization of detectors in Negative Selection Algorithm.
SMC 2007: 1236-1242 |
20 | EE | Xiaolei Wang,
Xiao Zhi Gao,
Seppo J. Ovaska:
An immune-based ant colony algorithm for static and dynamic optimization.
SMC 2007: 1249-1255 |
19 | EE | Xiaolei Wang,
Xiao Zhi Gao,
Seppo J. Ovaska:
A Hybrid Optimization Algorithm Based on Ant Colony and Immune Principles.
IJCSA 4(3): 30-44 (2007) |
18 | EE | Bernhard Sick,
Seppo J. Ovaska:
Fusion of soft and hard computing: multi-dimensional categorization of computationally intelligent hybrid systems.
Neural Computing and Applications 16(2): 125-137 (2007) |
2006 |
17 | | David Shilane,
Jarno Martikainen,
Sandrine Dudoit,
Seppo J. Ovaska:
A General Framework for Statistical Performance Comparison of Evolutionary Computation Algorithms.
Artificial Intelligence and Applications 2006: 7-12 |
2005 |
16 | EE | Akimoto Kamiya,
Seppo J. Ovaska:
Fusion of Soft Computing and Hard Computing: An Extension of Structural Categories.
WSTST 2005: 327-336 |
15 | EE | Akimoto Kamiya,
Seppo J. Ovaska,
Rajkumar Roy,
Shigenobu Kobayashi:
Fusion of soft computing and hard computing for large-scale plants: a general model.
Appl. Soft Comput. 5(3): 265-279 (2005) |
14 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Athanasios V. Vasilakos:
A modified Elman neural network-based power controller in mobile communications systems.
Soft Comput. 9(2): 88-93 (2005) |
2004 |
13 | EE | Jarno Martikainen,
Seppo J. Ovaska:
Designing Multiplicative General Parameter Filters Using Adaptive Genetic Algorithms.
GECCO (2) 2004: 1162-1176 |
12 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Xiaolei Wang:
Learning algorithm for linguistic information feedback-based dynamical fuzzy system (LIFDFS).
SMC (3) 2004: 2278-2285 |
11 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Xiaolei Wang,
Mo-Yuen Chow:
Neural networks-based negative selection algorithm with applications in fault diagnosis.
SMC (4) 2004: 3408-3414 |
10 | EE | Xiaolei Wang,
Xiao Zhi Gao,
Seppo J. Ovaska:
Artificial immune optimization methods and applications - a survey.
SMC (4) 2004: 3415-3420 |
2002 |
9 | EE | Xiao Zhi Gao,
Seppo J. Ovaska,
Athanasios V. Vasilakos:
Temporal difference method-based multi-step ahead prediction of long term deep fading in mobile networks.
Computer Communications 25(16): 1477-1486 (2002) |
8 | | Seppo J. Ovaska,
H. F. Vanlandingham:
Guest editorial special issue on fusion of soft computing and hard computing in industrial applications.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 32(2): 69-71 (2002) |
7 | | Seppo J. Ovaska,
H. F. Vanlandingham,
Akimoto Kamiya:
Fusion of soft computing and hard computing in industrial applications: an overview.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 32(2): 72-79 (2002) |
6 | EE | Xiao Zhi Gao,
Seppo J. Ovaska:
Genetic Algorithm Training of Elman Neural Network in Motor Fault Detection.
Neural Computing and Applications 11(1): 37-44 (2002) |
2001 |
5 | EE | Xiao Zhi Gao,
Seppo J. Ovaska:
Soft computing methods in motor fault diagnosis.
Appl. Soft Comput. 1(1): 73-81 (2001) |
4 | | Xiao Zhi Gao,
Seppo J. Ovaska:
Intelligent Motor Fault Diagnosis Using a Modififed ANFIS.
I. J. Comput. Appl. 8(1): (2001) |
3 | | Xiao Zhi Gao,
Seppo J. Ovaska:
Fuzzy Power Command Enhancement in Mobile Communications Systems.
International Journal of Computational Intelligence and Applications 1(2): 151-163 (2001) |
2 | EE | Xiao Zhi Gao,
Seppo J. Ovaska:
Comparison of conventional and soft computing-based power control methods in mobile communications systems.
Soft Comput. 5(4): 287-296 (2001) |
1993 |
1 | | Timo I. Laakso,
Seppo J. Ovaska:
Optimal polynomial predictors with application specific prefilters.
ISCAS 1993: 351-354 |