-
3
-
-
84926398052
-
Electrocardiogram application based on heart rate variability ontology and fuzzy markup language
-
A. Gacek and W. Pedrycz (Eds.), Heidelberg: Springer
-
Acampora G, Lee CS, Wang MH, Loia V (2012a) Electrocardiogram application based on heart rate variability ontology and fuzzy markup language. In: Gacek A, Pedrycz W (eds) ECG signal processing, classification and interpretation. Springer, Heidelberg, pp 155-178.
-
(2012)
ECG Signal Processing, Classification and Interpretation
, pp. 155-178
-
-
Acampora, G.1
Lee, C.S.2
Wang, M.H.3
Loia, V.4
-
4
-
-
84862239505
-
Evaluating cardiac health through semantic soft computing techniques
-
Acampora G, Lee CS, Vitiello A, Wang MH (2012b) Evaluating cardiac health through semantic soft computing techniques. Soft Comput 16(7): 1165-1181.
-
(2012)
Soft Comput
, vol.16
, Issue.7
, pp. 1165-1181
-
-
Acampora, G.1
Lee, C.S.2
Vitiello, A.3
Wang, M.H.4
-
5
-
-
0037209480
-
Classification of heart rate data using artificial neural network and fuzzy equivalence relation
-
Acharya UR, Bhat PS, Iyengar SS, Rao A, Dua S (2003) Classification of heart rate data using artificial neural network and fuzzy equivalence relation. Pattern Recogn 36: 61-68.
-
(2003)
Pattern Recogn
, vol.36
, pp. 61-68
-
-
Acharya, U.R.1
Bhat, P.S.2
Iyengar, S.S.3
Rao, A.4
Dua, S.5
-
7
-
-
0037275090
-
Recursive information granulation: aggregation and interpretation issues
-
Bargiela A, Pedrycz W (2003) Recursive information granulation: aggregation and interpretation issues. IEEE Trans Syst Man Cybern B 33(1): 96-112.
-
(2003)
IEEE Trans Syst Man Cybern B
, vol.33
, Issue.1
, pp. 96-112
-
-
Bargiela, A.1
Pedrycz, W.2
-
9
-
-
0025353258
-
Fuzzy beat labeling for intelligent arrhythmia monitoring
-
Barro S, Ruiz R, Mirai J (1981) Fuzzy beat labeling for intelligent arrhythmia monitoring. Comput Biomed Res 2: 240-258.
-
(1981)
Comput Biomed Res
, vol.2
, pp. 240-258
-
-
Barro, S.1
Ruiz, R.2
Mirai, J.3
-
10
-
-
0026081602
-
Grammatic representation of beat sequences for fuzzy arrhythmia diagnosis
-
Barro S, Ruiz R, Presedo J, Mirai J (1991) Grammatic representation of beat sequences for fuzzy arrhythmia diagnosis. Int J Biomed Comput 21: 245-259.
-
(1991)
Int J Biomed Comput
, vol.21
, pp. 245-259
-
-
Barro, S.1
Ruiz, R.2
Presedo, J.3
Mirai, J.4
-
12
-
-
38249014522
-
On the relationship between neural networks, pattern recognition and intelligence
-
Bezdek JC (1992) On the relationship between neural networks, pattern recognition and intelligence. Int J Approx Reason 6(2): 85-107.
-
(1992)
Int J Approx Reason
, vol.6
, Issue.2
, pp. 85-107
-
-
Bezdek, J.C.1
-
13
-
-
0002221038
-
What is computational intelligence
-
C. J. Robinson, J. M. Zurada, and R. J. MarksII (Eds.), Piscataway: IEEE Press
-
Bezdek JC (1994) What is computational intelligence. In: Robinson CJ, Zurada JM, Marks RJ II (eds) Computational Intelligence Imitating Life. IEEE Press, Piscataway, pp 1-12.
-
(1994)
Computational Intelligence Imitating Life
, pp. 1-12
-
-
Bezdek, J.C.1
-
14
-
-
80255137493
-
Hybrid intelligent system for cardiac arrhythmia classification with fuzzy K-Nearest Neighbors and neural networks combined with a fuzzy system
-
Castillo O, Melin P, Ramírez E, Soria J (2012) Hybrid intelligent system for cardiac arrhythmia classification with fuzzy K-Nearest Neighbors and neural networks combined with a fuzzy system. Expert Syst Appl 39: 2947-2955.
-
(2012)
Expert Syst Appl
, vol.39
, pp. 2947-2955
-
-
Castillo, O.1
Melin, P.2
Ramírez, E.3
Soria, J.4
-
15
-
-
79151480914
-
Non-singleton genetic fuzzy logic system for arrhythmias classification
-
Chua TW, Tan W (2011) Non-singleton genetic fuzzy logic system for arrhythmias classification. Eng Appl Artif Intell 24(2): 251-259.
-
(2011)
Eng Appl Artif Intell
, vol.24
, Issue.2
, pp. 251-259
-
-
Chua, T.W.1
Tan, W.2
-
16
-
-
77649135457
-
Improving ECG beats delineation with an evolutionary optimization process
-
Dumont J, Hernandez AI, Carrault G (2010) Improving ECG beats delineation with an evolutionary optimization process. IEEE Trans Biomed Eng 57: 607-615.
-
(2010)
IEEE Trans Biomed Eng
, vol.57
, pp. 607-615
-
-
Dumont, J.1
Hernandez, A.I.2
Carrault, G.3
-
18
-
-
5644259871
-
ECG beat classification using neuro-fuzzy network
-
Engin M (2004) ECG beat classification using neuro-fuzzy network. Pattern Recogn Lett 25: 1715-1722.
-
(2004)
Pattern Recogn Lett
, vol.25
, pp. 1715-1722
-
-
Engin, M.1
-
19
-
-
79956107466
-
Diagnostic study on arrhythmia cordis based on particle swarm optimization-based support vector machine
-
Fei SW (2010) Diagnostic study on arrhythmia cordis based on particle swarm optimization-based support vector machine. Expert Syst Appl 37: 6748-6752.
-
(2010)
Expert Syst Appl
, vol.37
, pp. 6748-6752
-
-
Fei, S.W.1
-
20
-
-
0141509891
-
A genetic segmentation of ECG signals
-
Gacek A, Pedrycz W (2003) A genetic segmentation of ECG signals. IEEE Trans Biomed Eng 50(10): 1203-1208.
-
(2003)
IEEE Trans Biomed Eng
, vol.50
, Issue.10
, pp. 1203-1208
-
-
Gacek, A.1
Pedrycz, W.2
-
21
-
-
33749512011
-
A granular description of ECG signals
-
Gacek A, Pedrycz W (2006) A granular description of ECG signals. IEEE Trans Biomed Eng 53(10): 1972-1982.
-
(2006)
IEEE Trans Biomed Eng
, vol.53
, Issue.10
, pp. 1972-1982
-
-
Gacek, A.1
Pedrycz, W.2
-
24
-
-
0002883144
-
Concepts of probabilistic sets
-
Hirota K (1981) Concepts of probabilistic sets. Fuzzy Sets Syst 5(1): 31-46.
-
(1981)
Fuzzy Sets Syst
, vol.5
, Issue.1
, pp. 31-46
-
-
Hirota, K.1
-
26
-
-
78650712943
-
Personalized long-term ECG classification: a systematic approach
-
Kiranyaz S, Ince T, Pulkkinen J, Gabbouj M (2011) Personalized long-term ECG classification: a systematic approach. Expert Syst Appl 38: 3220-3226.
-
(2011)
Expert Syst Appl
, vol.38
, pp. 3220-3226
-
-
Kiranyaz, S.1
Ince, T.2
Pulkkinen, J.3
Gabbouj, M.4
-
27
-
-
77957849289
-
ECG beat classification using particle swarm optimization and radial basis function neural network
-
Korurek M, Dogan B (2010) ECG beat classification using particle swarm optimization and radial basis function neural network. Expert Syst Appl 37: 7563-7569.
-
(2010)
Expert Syst Appl
, vol.37
, pp. 7563-7569
-
-
Korurek, M.1
Dogan, B.2
-
28
-
-
0033908714
-
Knowledge-based ECG interpretation: a critical review
-
Kundu M, Nasipuri M, Basu DK (2000) Knowledge-based ECG interpretation: a critical review. Pattern Recogn 33: 351-373.
-
(2000)
Pattern Recogn
, vol.33
, pp. 351-373
-
-
Kundu, M.1
Nasipuri, M.2
Basu, D.K.3
-
29
-
-
44949176051
-
Ontological fuzzy agent for electrocardiogram application
-
Lee CS, Wang MH (2008) Ontological fuzzy agent for electrocardiogram application. Expert Syst Appl 35: 1223-1236.
-
(2008)
Expert Syst Appl
, vol.35
, pp. 1223-1236
-
-
Lee, C.S.1
Wang, M.H.2
-
30
-
-
0142094576
-
P-FCM: a proximity-based fuzzy clustering for user-centered web applications
-
Loia V, Pedrycz W, Senatore S (2003) P-FCM: a proximity-based fuzzy clustering for user-centered web applications. Int J Approx Reason 34: 121-144.
-
(2003)
Int J Approx Reason
, vol.34
, pp. 121-144
-
-
Loia, V.1
Pedrycz, W.2
Senatore, S.3
-
31
-
-
33646133912
-
Intelligent classification of electrocardiogram (ECG) signal using extended Kalman Filter (EKF) based neuro fuzzy system
-
Meau YP et al (2006) Intelligent classification of electrocardiogram (ECG) signal using extended Kalman Filter (EKF) based neuro fuzzy system. Comput Methods Programs Biomed 8(2): 157-168.
-
(2006)
Comput Methods Programs Biomed
, vol.8
, Issue.2
, pp. 157-168
-
-
Meau, Y.P.1
-
32
-
-
33947319315
-
A rough-set-based inference engine for ECG classification
-
Mitra S, Mitra M, Chaudhuri BB (2006) A rough-set-based inference engine for ECG classification. IEEE Trans Instrum Meas 55(6): 2198-2206.
-
(2006)
IEEE Trans Instrum Meas
, vol.55
, Issue.6
, pp. 2198-2206
-
-
Mitra, S.1
Mitra, M.2
Chaudhuri, B.B.3
-
33
-
-
71349087690
-
A qualitative comparison of artificial neural networks and support vector machines in ECG arrhythmias classification
-
Moavenian M, Khorrami H (2010) A qualitative comparison of artificial neural networks and support vector machines in ECG arrhythmias classification. Expert Syst Appl 37: 3088-3093.
-
(2010)
Expert Syst Appl
, vol.37
, pp. 3088-3093
-
-
Moavenian, M.1
Khorrami, H.2
-
34
-
-
0004293209
-
-
Englewood Cliffs: Prentice-Hall
-
Moore R (1966) Interval analysis. Prentice-Hall, Englewood Cliffs.
-
(1966)
Interval Analysis
-
-
Moore, R.1
-
35
-
-
43749102493
-
Recognition and classification system of arrhythmia using ensemble of neural networks
-
Osowski S, Markiewicz T, Tran Hoai L (2008) Recognition and classification system of arrhythmia using ensemble of neural networks. Measurement 41: 610-617.
-
(2008)
Measurement
, vol.41
, pp. 610-617
-
-
Osowski, S.1
Markiewicz, T.2
Tran Hoai, L.3
-
36
-
-
77956617529
-
Integration of type-2 fuzzy clustering and wavelet transform in a neural network based ECG classifier
-
Özbay Y, Ceylan R, Karlik B (2011) Integration of type-2 fuzzy clustering and wavelet transform in a neural network based ECG classifier. Expert Syst Appl 38: 1004-1010.
-
(2011)
Expert Syst Appl
, vol.38
, pp. 1004-1010
-
-
Özbay, Y.1
Ceylan, R.2
Karlik, B.3
-
39
-
-
33749668975
-
Rough sets and Boolean reasoning
-
Pawlak Z, Skowron A (2007) Rough sets and Boolean reasoning. Inf Sci 177(1): 41-73.
-
(2007)
Inf Sci
, vol.177
, Issue.1
, pp. 41-73
-
-
Pawlak, Z.1
Skowron, A.2
-
41
-
-
0031996836
-
Shadowed sets: representing and processing fuzzy sets
-
Pedrycz W (1998) Shadowed sets: representing and processing fuzzy sets. IEEE Trans Syst Man Cybern Part B 28: 103-109.
-
(1998)
IEEE Trans Syst Man Cybern Part B
, vol.28
, pp. 103-109
-
-
Pedrycz, W.1
-
43
-
-
0036532520
-
Granular clustering: a granular signature of data
-
Pedrycz W, Bargiela A (2002) Granular clustering: a granular signature of data. IEEE Trans Syst Man Cybern 32(2): 212-224.
-
(2002)
IEEE Trans Syst Man Cybern
, vol.32
, Issue.2
, pp. 212-224
-
-
Pedrycz, W.1
Bargiela, A.2
-
44
-
-
13844298042
-
A model of granular data: a design problem with the Tchebyschev FCM
-
Pedrycz W, Bargiela A (2005) A model of granular data: a design problem with the Tchebyschev FCM. Soft Comput 9(3): 155-163.
-
(2005)
Soft Comput
, vol.9
, Issue.3
, pp. 155-163
-
-
Pedrycz, W.1
Bargiela, A.2
-
47
-
-
0031095257
-
Neural network front-ends in unsupervised learning
-
Pedrycz W, Waletzky J (1997a) Neural network front-ends in unsupervised learning. IEEE Trans Neural Netw 8: 390-401.
-
(1997)
IEEE Trans Neural Netw
, vol.8
, pp. 390-401
-
-
Pedrycz, W.1
Waletzky, J.2
-
49
-
-
0029780142
-
Fuzzy modelling of the expert's knowledge in ECG-based ischaemia detection
-
Presedo J et al (1996) Fuzzy modelling of the expert's knowledge in ECG-based ischaemia detection. Fuzzy Sets Syst 77: 63-75.
-
(1996)
Fuzzy Sets Syst
, vol.77
, pp. 63-75
-
-
Presedo, J.1
-
50
-
-
79151483572
-
Clustering based system for instant detection of cardiac abnormalities from compressed ECG
-
Sufi F, Khalil I, Mahmood AB (2011) Clustering based system for instant detection of cardiac abnormalities from compressed ECG. Expert Syst Appl 38: 4705-4713.
-
(2011)
Expert Syst Appl
, vol.38
, pp. 4705-4713
-
-
Sufi, F.1
Khalil, I.2
Mahmood, A.B.3
-
51
-
-
84862260516
-
Machine learning on-a-chip: a high-performance low-power reusable neuron architecture for artificial neural networks in ECG classifications
-
Sun Y, Cheng AC (2012) Machine learning on-a-chip: a high-performance low-power reusable neuron architecture for artificial neural networks in ECG classifications. Comput Biol Med 42: 751-757.
-
(2012)
Comput Biol Med
, vol.42
, pp. 751-757
-
-
Sun, Y.1
Cheng, A.C.2
-
53
-
-
77957849775
-
A novel fuzzy c-means method for classifying heartbeat cases from ECG signals
-
Yeh YC, Wang WJ, Chiou CW (2010a) A novel fuzzy c-means method for classifying heartbeat cases from ECG signals. Measurement 43: 1542-1555.
-
(2010)
Measurement
, vol.43
, pp. 1542-1555
-
-
Yeh, Y.C.1
Wang, W.J.2
Chiou, C.W.3
-
54
-
-
71349083535
-
Feature selection algorithm for ECG signals using range-overlaps method
-
Yeh YC, Wang WJ, Chiou CW (2010b) Feature selection algorithm for ECG signals using range-overlaps method. Expert Syst Appl 37: 3499-3512.
-
(2010)
Expert Syst Appl
, vol.37
, pp. 3499-3512
-
-
Yeh, Y.C.1
Wang, W.J.2
Chiou, C.W.3
-
55
-
-
81855218739
-
Analyzing ECG for cardiac arrhythmia using cluster analysis
-
Yeh YC, Chiou CW, Lin HJ (2012) Analyzing ECG for cardiac arrhythmia using cluster analysis. Expert Syst Appl 39: 1000-1010.
-
(2012)
Expert Syst Appl
, vol.39
, pp. 1000-1010
-
-
Yeh, Y.C.1
Chiou, C.W.2
Lin, H.J.3
-
56
-
-
34248666540
-
Fuzzy sets
-
Zadeh LA (1965) Fuzzy sets. Inf Control 8: 338-353.
-
(1965)
Inf Control
, vol.8
, pp. 338-353
-
-
Zadeh, L.A.1
-
57
-
-
1642469977
-
Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic
-
Zadeh LA (1997) Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic. Fuzzy Sets Syst 90: 111-117.
-
(1997)
Fuzzy Sets Syst
, vol.90
, pp. 111-117
-
-
Zadeh, L.A.1
-
58
-
-
18144388681
-
Toward a generalized theory of uncertainty (GTU)-an outline
-
Zadeh LA (2005) Toward a generalized theory of uncertainty (GTU)-an outline. Inf Sci 172: 1-40.
-
(2005)
Inf Sci
, vol.172
, pp. 1-40
-
-
Zadeh, L.A.1
|