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1

Adaptive Learning in a World of Projections

Theodoridis, S., Slavakis, K., Yamada, I.

Journal:

IEEE Signal Processing Magazine

Year:

2011

Language:

english

File:

PDF, 1.20 MB

english, 2011

2

The Adaptive Projected Subgradient Method over the Fixed Point Set of Strongly Attracting Nonexpansive Mappings

Slavakis, Konstantinos, Yamada, Isao, Ogura, Nobuhiko

Journal:

Numerical Functional Analysis and Optimization

Year:

2006

Language:

english

File:

PDF, 242 KB

english, 2006

3

Effect of spironolactone and vitamin E on serum metabolic parameters and insulin resistance in patients with nonalcoholic fatty liver disease

Polyzos, S. A., Kountouras, J., Zafeiriadou, E., Patsiaoura, K., Katsiki, E., Deretzi, G., Zavos, C., Tsarouchas, G., Rakitzi, P., Slavakis, A.

Journal:

Journal of Renin-Angiotensin-Aldosterone System

Year:

2011

Language:

english

File:

PDF, 203 KB

english, 2011

4

Comparative effects of rosuvastatin and atorvastatin on glucose metabolism and adipokine levels in non-diabetic patients with dyslipidaemia: a prospective randomised open-label study

P. Anagnostis, D. Selalmatzidou, S. A. Polyzos, A. Panagiotou, A. Slavakis, A. Panagiotidou, V. G. Athyros, A. Karagiannis, D. P. Mikhailidis, M. Kita

Journal:

International Journal of Clinical Practice

Year:

2011

Language:

english

File:

PDF, 82 KB

english, 2011

5

Acromegaly: presentation, morbidity and treatment outcomes at a single centre

P. Anagnostis, Z. A Efstathiadou, S. A Polyzos, F. Adamidou, A. Slavakis, M. Sapranidis, I. D Litsas, S. Katergari, D. Selalmatzidou, M. Kita

Journal:

International Journal of Clinical Practice

Year:

2011

Language:

english

File:

PDF, 93 KB

english, 2011

6

Serum vitamin B12 and folate levels in patients with non-alcoholic fatty liver disease

Polyzos, Stergios A., Kountouras, Jannis, Patsiaoura, Kalliopi, Katsiki, Evangelia, Zafeiriadou, Efthimia, Zavos, Christos, Deretzi, Georgia, Tsiaousi, Eleni, Slavakis, Aristidis

Journal:

International Journal of Food Sciences and Nutrition

Year:

2012

Language:

english

File:

PDF, 293 KB

english, 2012

7

[Academic Press Library in Signal Processing] Academic Press Library in Signal Processing: Volume 1 - Signal Processing Theory and Machine Learning Volume 1 || Online Learning in Reproducing Kernel Hilbert Spaces

Slavakis, Konstantinos

Year:

2014

Language:

english

File:

PDF, 6.43 MB

english, 2014

8

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Online dictionary learning from big data using accelerated stochastic approximation algorithms

Slavakis, Konstantinos, Giannakis, Georgios B.

Year:

2014

Language:

english

File:

PDF, 314 KB

english, 2014

9

[IEEE 2014 48th Annual Conference on Information Sciences and Systems (CISS) - Princeton, NJ, USA (2014.03.19-2014.03.21)] 2014 48th Annual Conference on Information Sciences and Systems (CISS) - Linear minimum mean-square error estimation based on high-dimensional data with missing values

Zamanighomi, Mahdi, Zhengdao Wang,, Slavakis, Konstantinos, Giannakis, Georgios B.

Year:

2014

Language:

english

File:

PDF, 551 KB

english, 2014

10

Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge

Slavakis, Konstantinos, Giannakis, Georgios B., Mateos, Gonzalo

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 2.38 MB

english, 2014

11

[IEEE 2006 IEEE International Symposium on Circuits and Systems - Island of Kos, Greece (21-24 May 2006)] 2006 IEEE International Symposium on Circuits and Systems - Adaptive Projected Subgradient Method and its Applications to Robust Signal Processing

Yamada, I., Slavakis, K., Yukawa, M., Cavalcante, R.L.G.

Year:

2006

Language:

english

File:

PDF, 3.11 MB

english, 2006

12

[IEEE 2013 IEEE International Symposium on Circuits and Systems (ISCAS) - Beijing (2013.5.19-2013.5.23)] 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013) - Thresholding-based online algorithms of complexity comparable to sparse LMS methods

Kopsinis, Yannis, Slavakis, Konstantinos, Theodoridis, Sergios, McLaughlin, Stephen

Year:

2013

Language:

english

File:

PDF, 671 KB

english, 2013

13

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Generalized thresholding sparsity-aware algorithm for low complexity online learning

Kopsinis, Yannis, Slavakis, Konstantinos, Theodoridis, Sergios, McLaughlin, Steve

Year:

2012

Language:

english

File:

PDF, 315 KB

english, 2012

14

[IEEE 2008 IEEE International Symposium on Circuits and Systems - ISCAS 2008 - Seattle, WA, USA (2008.05.18-2008.05.21)] 2008 IEEE International Symposium on Circuits and Systems - Sliding window online Kernel-based classification by projection mappings

Slavakis, Konstantinos, Theodoridis, Sergios

Year:

2008

Language:

english

File:

PDF, 231 KB

english, 2008

15

Nosocomial Spread of an Unusual Methicillin-Resistant Staphylococcus aureus Clone That Is Sensitive to All Non- -Lactam Antibiotics, Including Tobramycin

Pournaras, S., Slavakis, A., Polyzou, A., Sofianou, D., Maniatis, A. N., Tsakris, A.

Journal:

Journal of Clinical Microbiology

Year:

2001

Language:

english

File:

PDF, 177 KB

english, 2001

16

[IEEE ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems - Sydney, NSW, Australia (6-9 May 2001)] ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196) - Compactly supported matrix valued wavelets-biorthogonal unconditional bases

Slavakis, K., Yamada, I.

Year:

2001

Language:

english

File:

PDF, 439 KB

english, 2001

17

Clustering brain-network time series by Riemannian geometry

Slavakis, Konstantinos, Salsabilian, Shiva, Wack, David S., Muldoon, Sarah F., Baidoo-Williams, Henry, Vettel, Jean M., Cieslak, Matthew, Grafton, Scott T.

Journal:

IEEE Transactions on Signal and Information Processing over Networks

Year:

2017

Language:

english

File:

PDF, 3.09 MB

english, 2017

18

Fejér-monotone hybrid steepest descent method for affinely constrained and composite convex minimization tasks

Slavakis, Konstantinos, Yamada, Isao

Journal:

Year:

2018

Language:

english

File:

PDF, 3.47 MB

english, 2018

19

Network clustering via kernel-ARMA modeling and the Grassmannian: The brain-network case

Ye, Cong, Slavakis, Konstantinos, Patil, Pratik V., Nakuci, Johan, Muldoon, Sarah F., Medaglia, John

Journal:

Signal Processing

Year:

2021

File:

PDF, 1.48 MB

2021

20

Computation of symmetric positive definite Toeplitz matrices by the hybrid steepest descent method

Konstantinos Slavakis, Isao Yamada, Kohichi Sakaniwa

Journal:

Signal Processing

Year:

2003

Language:

english

File:

PDF, 160 KB

english, 2003

21

Serum thyrotropin concentration as a biochemical predictor of thyroid malignancy in patients presenting with thyroid nodules

Stergios A. Polyzos, Marina Κita, Zoe Efstathiadou, Pavlos Poulakos, Aristidis Slavakis, Danae Sofianou, Nikolaos Flaris, Maria Leontsini, Anargyros Kourtis, Avraam Avramidis

Journal:

Journal of Cancer Research and Clinical Oncology

Year:

2008

Language:

english

File:

PDF, 354 KB

english, 2008

22

The Effect of Capecitabine on the Healing of Colonic Anastomoses in Rats

Harilaos D. Konstantinidis, Aristedis P. Slavakis, Konstantinos D. Ballas, Antonia C. Sioga, Louise D. Economou, Charalampos I. Demertzidis, Theano T. Pissanidou, Zoi S. Athanasiadou, Athanasios K. Sa

Journal:

Diseases of the Colon & Rectum

Year:

2007

Language:

english

File:

PDF, 353 KB

english, 2007

23

Amelioration of cardiovascular risk factors with partial biochemical control of acromegaly

Sideris P. Delaroudis, Zoe A. Efstathiadou, George N. Koukoulis, Marina D. Kita, Dimitrios Farmakiotis, Ourania G. Dara, Dimitrios G. Goulis, Areti Makedou, Pantelis Makris, Aris Slavakis, Avraam I. A

Journal:

Clinical Endocrinology

Year:

2008

Language:

english

File:

PDF, 111 KB

english, 2008

24

Adaptive Parallel Quadratic-Metric Projection Algorithms

Yukawa, M., Slavakis, K., Yamada, I.

Journal:

IEEE Transactions on Audio Speech and Language Processing

Year:

2007

Language:

english

File:

PDF, 827 KB

english, 2007

25

Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case

Slavakis, K., Bouboulis, P., Theodoridis, S.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 828 KB

english, 2012

26

Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients

Bouboulis, P., Slavakis, K., Theodoridis, S.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 668 KB

english, 2012

27

Aromatase activity of steroid sulphatase-deficient placentae

A.P. Slavakis, R.E. Oakey

Journal:

Journal of Steroid Biochemistry

Year:

1983

Language:

english

File:

PDF, 500 KB

english, 1983

28

An efficient robust adaptive filtering algorithm based on parallel subgradient projection techniques

Yamada, I., Slavakis, K., Yamada, K.

Journal:

IEEE Transactions on Signal Processing

Year:

2002

Language:

english

File:

PDF, 520 KB

english, 2002

29

Procalcitonin: does it play a role in male reproduction?

Aris Slavakis, John Papadimas

Journal:

Fertility and Sterility

Year:

2000

Language:

english

File:

PDF, 46 KB

english, 2000

30

Apolipoprotein changes and liver transplantation

E. Papadopoulou, A. Slavakis, M. Tzoiti, G. Imvrios, M. Somali, A. Papageorgiou, A. Avramides, M. Elisaf, A. Antoniades

Journal:

Atherosclerosis

Year:

2000

Language:

english

File:

PDF, 138 KB

english, 2000

31

Plasma apolipoprotein and Lp(a) levels of subjects fed omega-3 polyunsaturated fatty acids enriched eggs

S. Delaroudis, A. Slavakis, M. Tzoiti, A. Kyroudi, C. Balaris, J. Sarris, M. Kita, D. Sofianou, A. Giannakopoulos, A. Tserveni-Gousi, S. Giannakakis, A. Avramides

Journal:

Atherosclerosis

Year:

1999

Language:

english

File:

PDF, 139 KB

english, 1999

32

Omega-3 pufa modified eggs: A study on their effect on the lipid profile of human volunteers

S. Delaroudis, A. Slavakis, A. Kyroudi, M. Tzoiti, J. Sarris, C. Balaris, M. Kita, D. Sofianou, A. Giannakopoulos, A. Tserveni-Gousi, S. Giannakakis, A. Avramides

Journal:

Atherosclerosis

Year:

1999

Language:

english

File:

PDF, 271 KB

english, 1999

33

Atorvastatin (lipitor) in the treatment of patients with hypercholesterolemia

S. Delaroudis, A. Slavakis, M. Tzoiti, A. Kyroudi, C. Balaris, J. Sarris, M. Giannoulis, M. Kita, D. Sofianou, H. Hatzikonstantinou, A. Avramides

Journal:

Atherosclerosis

Year:

1999

Language:

english

File:

PDF, 146 KB

english, 1999

34

Robust Wideband Beamforming by the Hybrid Steepest Descent Method

Slavakis, K., Yamada, I.

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 673 KB

english, 2007

35

Adaptive Constrained Learning in Reproducing Kernel Hilbert Spaces: The Robust Beamforming Case

Slavakis, K., Theodoridis, S., Yamada, I.

Journal:

IEEE Transactions on Signal Processing

Year:

2009

Language:

english

File:

PDF, 850 KB

english, 2009

36

Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted Balls

Kopsinis, Y., Slavakis, K., Theodoridis, S.

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 1.16 MB

english, 2011

37

[IEEE 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Perugia, Italy (2009.06.21-2009.06.24)] 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications - Online kernel receiver for multiaccess MIMO channels

Slavakis, Konstantinos, Bouboulis, Pantelis, Theodoridis, Sergios

Year:

2009

Language:

english

File:

PDF, 279 KB

english, 2009

38

The Adaptive Projected Subgradient Method Constrained by Families of Quasi-nonexpansive Mappings and Its Application to Online Learning

Slavakis, Konstantinos, Yamada, Isao

Journal:

SIAM Journal on Optimization

Year:

2013

Language:

english

File:

PDF, 444 KB

english, 2013

39

[Queensland Univ. Technol Fifth International Symposium on Signal Processing and its Applications - Brisbane, Qld., Australia (22-25 Aug. 1999)] ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications (IEEE Cat. No.99EX359) - Biorthogonal bases of compactly supported matrix valued wavelets

Slavakis, K., Yamada, I.

Year:

1999

Language:

english

File:

PDF, 392 KB

english, 1999

40

Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction

Chouvardas, Symeon, Slavakis, Konstantinos, Theodoridis, Sergios

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2013

Language:

english

File:

PDF, 5.45 MB

english, 2013

41

[IEEE Proceedings of ICASSP '02 - Orlando, FL, USA (2002.05.13-2002.05.17)] IEEE International Conference on Acoustics Speech and Signal Processing - Spectrum estimation of real vector wide sense stationary processes by the Hybrid Steepest Descent Method

Slavakis, Konstantinos, Yamada, Isao, Sakaniwa, Kohichi

Year:

2002

Language:

english

File:

PDF, 1.95 MB

english, 2002

42

577 ASSESSMENT OF ADRENAL FUNCTION IN PATIENTS WITH STABLE DECOMPENSATED CIRRHOSIS USING SALIVARY AND TOTAL SERUM CORTISOL

Cholongitas, E., Goulis, J., Kokonis, G., Nakouti, T., Rakitzi, P., Chalevas, P., Slavakis, A., Akriviadis, E.

Journal:

Journal of Hepatology

Year:

2013

Language:

english

File:

PDF, 205 KB

english, 2013

43

The effect of L-thyroxine substitution on lipid profile, glucose homeostasis, inflammation and coagulation in patients with subclinical hypothyroidism

Anagnostis, P., Efstathiadou, Z. A., Slavakis, A., Selalmatzidou, D., Poulasouchidou, M., Katergari, S., Karathanasi, E., Dogramatzi, F., Kita, M.

Journal:

International Journal of Clinical Practice

Year:

2014

Language:

english

File:

PDF, 105 KB

english, 2014

44

BIORTHOGONAL UNCONDITIONAL BASES OF COMPACTLY SUPPORTED MATRIX VALUED WAVELETS

Slavakis, Konstantinos, Yamada, Isao

Journal:

Numerical Functional Analysis and Optimization

Year:

2001

Language:

english

File:

PDF, 303 KB

english, 2001

45

Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces

Slavakis, Konstantinos, Kopsinis, Yannis, Theodoridis, Sergios, McLaughlin, Stephen

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 3.75 MB

english, 2013

46

Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization

Bouboulis, Pantelis, Slavakis, Konstantinos, Theodoridis, Sergios

Journal:

IEEE Transactions on Image Processing

Year:

2010

Language:

english

File:

PDF, 8.31 MB

english, 2010

47

[IEEE 2011 17th International Conference on Digital Signal Processing (DSP) - Corfu, Greece (2011.07.6-2011.07.8)] 2011 17th International Conference on Digital Signal Processing (DSP) - Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls

Kopsinis, Yannis, Slavakis, Konstantinos, Theodoridis, Sergios, McLaughlin, Steve

Year:

2011

Language:

english

File:

PDF, 453 KB

english, 2011

48

Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise

Chouvardas, S., Slavakis, K., Theodoridis, S., Yamada, I.

Journal:

IEEE Signal Processing Letters

Year:

2013

Language:

english

File:

PDF, 1.42 MB

english, 2013

49

Online Kernel-Based Classification Using Adaptive Projection Algorithms

Slavakis, K., Theodoridis, S., Yamada, I.

Journal:

IEEE Transactions on Signal Processing

Year:

2008

Language:

english

File:

PDF, 838 KB

english, 2008

50

Stability Optimization of the Coupled Oscillator Array Steady State Solution

Georgiadis, A., Slavakis, K.

Journal:

IEEE Transactions on Antennas and Propagation

Year:

2010

Language:

english

File:

PDF, 251 KB

english, 2010