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1

A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

Avci, Onur, Abdeljaber, Osama, Kiranyaz, Serkan, Hussein, Mohammed, Gabbouj, Moncef, Inman, Daniel J.

Journal:

Mechanical Systems and Signal Processing

Year:

2021

File:

PDF, 7.84 MB

2021

2

Low-voltage high-performance current mirrors: Application to linear voltage-to-current converter

Néjib Hassen, Houda Bdiri Gabbouj, Kamel Besbes

Journal:

International Journal of Circuit Theory and Applications

Year:

2011

Language:

english

File:

PDF, 295 KB

english, 2011

3

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Abdeljaber, Osama, Avci, Onur, Kiranyaz, Serkan, Gabbouj, Moncef, Inman, Daniel J.

Journal:

Journal of Sound and Vibration

Year:

2016

Language:

english

File:

PDF, 2.37 MB

english, 2016

4

[IEEE 2017 IEEE 19th Conference on Business Informatics (CBI) - Thessaloniki, Greece (2017.7.24-2017.7.27)] 2017 IEEE 19th Conference on Business Informatics (CBI) - Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks

Tsantekidis, Avraam, Passalis, Nikolaos, Tefas, Anastasios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Year:

2017

Language:

english

File:

PDF, 269 KB

english, 2017

5

Predicting Jump Arrivals in Stock Prices Using Neural Networks with Limit Order Book Data

MMkinen, Milla, Iosifidis, Alexandros, Gabbouj, Moncef, Kanniainen, Juho

Journal:

SSRN Electronic Journal

Year:

2018

Language:

english

File:

PDF, 419 KB

english, 2018

6

Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding

Yamac, Mehmet, Ahishali, Mete, Passalis, Nikolaos, Raitoharju, Jenni, Sankur, Bulent, Gabbouj, Moncef

Journal:

IEEE Transactions on Information Forensics and Security

Year:

2021

File:

PDF, 3.22 MB

2021

7

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series

Passalis, Nikolaos, Tefas, Anastasios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Year:

2019

Language:

english

File:

PDF, 107 KB

english, 2019

8

Real-Time Motor Fault Detection by 1D Convolutional Neural Networks

Ince, Turker, Kiranyaz, Serkan, Eren, Levent, Askar, Murat, Gabbouj, Moncef

Journal:

IEEE Transactions on Industrial Electronics

Year:

2016

Language:

english

File:

PDF, 641 KB

english, 2016

9

[IEEE 2017 25th European Signal Processing Conference (EUSIPCO) - Kos, Greece (2017.8.28-2017.9.2)] 2017 25th European Signal Processing Conference (EUSIPCO) - Using deep learning to detect price change indications in financial markets

Tsantekidis, Avraam, Passalis, Nikolaos, Tefas, Anastasios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Year:

2017

Language:

english

File:

PDF, 109 KB

english, 2017

10

[Lecture Notes in Computer Science] MultiMedia Modeling Volume 10704 || LOCO: Local Context Based Faster R-CNN for Small Traffic Sign Detection

Schoeffmann, Klaus, Chalidabhongse, Thanarat H., Ngo, Chong Wah, Aramvith, Supavadee, O’Connor, Noel E., Ho, Yo-Sung, Gabbouj, Moncef, Elgammal, Ahmed

Year:

2018

Language:

english

File:

PDF, 2.49 MB

english, 2018

11

Benchmark dataset for mid-price forecasting of limit order book data with machine learning methods

Ntakaris, Adamantios, Magris, Martin, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Journal:

Journal of Forecasting

Year:

2018

Language:

english

File:

PDF, 631 KB

english, 2018

12

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks

Passalis, Nikolaos, Tefas, Anastasios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Year:

2020

File:

PDF, 202 KB

2020

13

Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data

Passalis, Nikolaos, Tefas, Anastasios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Journal:

Pattern Recognition Letters

Year:

2020

File:

PDF, 631 KB

2020

14

Speed-up and multi-view extensions to subclass discriminant analysis

Chumachenko, Kateryna, Raitoharju, Jenni, Iosifidis, Alexandros, Gabbouj, Moncef

Journal:

Pattern Recognition

Year:

2021

File:

PDF, 2.35 MB

2021

15

Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform

Samiee, Kaveh, Kovacs, Peter, Gabbouj, Moncef

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 2.40 MB

english, 2015

16

[IEEE 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) - Chengdu, China (2014.7.14-2014.7.18)] 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) - Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014

Raitoharju, J., Zhang, H., Ozan, E.C., Waris, M.A., Faisal, M., Cao, G., Roininen, M., Ahmad, I., Shetty, R., S. P.C.,, Uhlmann, S., Samiee, K., Kiranyaz, S., Gabbouj, M.

Year:

2014

Language:

english

File:

PDF, 403 KB

english, 2014

17

[IEEE 2014 IEEE International Symposium on Multimedia (ISM) - Taichung, Taiwan (2014.12.10-2014.12.12)] 2014 IEEE International Symposium on Multimedia - Adaptive Spatial Resolution Selection for Stereoscopic Video Compression with MV-HEVC: A Frequency Based Approach

Aflaki, Payman, Hannuksela, Miska M., Gabbouj, Moncef

Year:

2014

Language:

english

File:

PDF, 255 KB

english, 2014

18

Scaling up Class-Specific Kernel Discriminant Analysis for large-scale Face Verification

Iosifidis, Alexandros, Gabbouj, Moncef

Journal:

IEEE Transactions on Information Forensics and Security

Year:

2016

Language:

english

File:

PDF, 1.21 MB

english, 2016

19

A Data Set for Camera-Independent Color Constancy

Aytekin, Caglar, Nikkanen, Jarno, Gabbouj, Moncef

Journal:

IEEE Transactions on Image Processing

Year:

2018

Language:

english

File:

PDF, 4.19 MB

english, 2018

20

[Lecture Notes in Computer Science] MultiMedia Modeling Volume 10705 || Coarse-to-Fine Image Super-Resolution Using Convolutional Neural Networks

Schoeffmann, Klaus, Chalidabhongse, Thanarat H., Ngo, Chong Wah, Aramvith, Supavadee, O’Connor, Noel E., Ho, Yo-Sung, Gabbouj, Moncef, Elgammal, Ahmed

Year:

2018

Language:

english

File:

PDF, 2.11 MB

english, 2018

21

[Lecture Notes in Computer Science] MultiMedia Modeling Volume 10704 || AGO: Accelerating Global Optimization for Accurate Stereo Matching

Schoeffmann, Klaus, Chalidabhongse, Thanarat H., Ngo, Chong Wah, Aramvith, Supavadee, O’Connor, Noel E., Ho, Yo-Sung, Gabbouj, Moncef, Elgammal, Ahmed

Year:

2018

Language:

english

File:

PDF, 3.88 MB

english, 2018

22

[Lecture Notes in Computer Science] MultiMedia Modeling Volume 10704 ||

Schoeffmann, Klaus, Chalidabhongse, Thanarat H., Ngo, Chong Wah, Aramvith, Supavadee, O’Connor, Noel E., Ho, Yo-Sung, Gabbouj, Moncef, Elgammal, Ahmed

Year:

2018

Language:

english

File:

PDF, 114.91 MB

english, 2018

23

[Lecture Notes in Computer Science] MultiMedia Modeling Volume 10704 || Triplet Convolutional Network for Music Version Identification

Schoeffmann, Klaus, Chalidabhongse, Thanarat H., Ngo, Chong Wah, Aramvith, Supavadee, O’Connor, Noel E., Ho, Yo-Sung, Gabbouj, Moncef, Elgammal, Ahmed

Year:

2018

Language:

english

File:

PDF, 1.16 MB

english, 2018

24

[Lecture Notes in Computer Science] MultiMedia Modeling Volume 10705 || ImageX - Explore and Search Local/Private Images

Schoeffmann, Klaus, Chalidabhongse, Thanarat H., Ngo, Chong Wah, Aramvith, Supavadee, O’Connor, Noel E., Ho, Yo-Sung, Gabbouj, Moncef, Elgammal, Ahmed

Year:

2018

Language:

english

File:

PDF, 951 KB

english, 2018

25

Improving efficiency in convolutional neural networks with multilinear filters

Tran, Dat Thanh, Iosifidis, Alexandros, Gabbouj, Moncef

Journal:

Neural Networks

Year:

2018

Language:

english

File:

PDF, 4.10 MB

english, 2018

26

Mid-Price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators

Ntakaris, Adamantios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros

Journal:

SSRN Electronic Journal

Year:

2018

Language:

english

File:

PDF, 906 KB

english, 2018

27

PyGOP: A Python library for Generalized Operational Perceptron algorithms

Tran, Dat Thanh, Kiranyaz, Serkan, Gabbouj, Moncef, Iosifidis, Alexandros

Journal:

Knowledge-Based Systems

Year:

2019

File:

PDF, 446 KB

2019

28

Mid-price prediction based on machine learning methods with technical and quantitative indicators

Ntakaris, Adamantios, Kanniainen, Juho, Gabbouj, Moncef, Iosifidis, Alexandros, Hernandez Montoya, Alejandro Raul

Journal:

Year:

2020

File:

PDF, 1.66 MB

2020

29

Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective

Liao, Kang, Lin, Chunyu, Zhao, Yao, Gabbouj, Moncef

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Year:

2020

File:

PDF, 9.19 MB

2020

30

Perceptual color descriptor based on spatial distribution: A top-down approach

Serkan Kiranyaz, Murat Birinci, Moncef Gabbouj

Journal:

Image and Vision Computing

Year:

2010

Language:

english

File:

PDF, 2.92 MB

english, 2010

31

Perceptual-based quality assessment for audio–visual services: A survey

Junyong You, Ulrich Reiter, Miska M. Hannuksela, Moncef Gabbouj, Andrew Perkis

Journal:

Signal Processing: Image Communication

Year:

2010

Language:

english

File:

PDF, 365 KB

english, 2010

32

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals

Ince, T., Kiranyaz, S., Gabbouj, M.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2009

Language:

english

File:

PDF, 1.01 MB

english, 2009

33

Optimal stack filtering and the estimation and structural approaches to image processing

Coyle, E.J., Lin, J.-H., Gabbouj, M.

Journal:

IEEE Transactions on Acoustics Speech and Signal Processing

Year:

1989

Language:

english

File:

PDF, 4.31 MB

english, 1989

34

[IEEE 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012 - Seoul, Korea (South) (2012.05.20-2012.05.23)] 2012 IEEE International Symposium on Circuits and Systems - Complexity analysis of next-generation HEVC decoder

Viitanen, Marko, Vanne, Jarno, Hamalainen, Timo D., Gabbouj, Moncef, Lainema, Jani

Year:

2012

Language:

english

File:

PDF, 727 KB

english, 2012

35

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization

Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj

Journal:

Neural Networks

Year:

2009

Language:

english

File:

PDF, 4.72 MB

english, 2009

36

Optimal weighted median filtering under structural constraints

Ruikang Yang, Lin Yin, Gabbouj, M., Astola, J., Neuvo, Y.

Journal:

IEEE Transactions on Signal Processing

Year:

1995

Language:

english

File:

PDF, 1.26 MB

english, 1995

37

Teager energy and the ambiguity function

Hamila, R., Astola, J., Alaya Cheikh, F., Gabbouj, M., Renfors, M.

Journal:

IEEE Transactions on Signal Processing

Year:

1999

Language:

english

File:

PDF, 104 KB

english, 1999

38

[IEEE Technology of Integrated Systems in Nanoscale Era (DTIS) - Tozeur, Tunisia (2008.03.25-2008.03.27)] 2008 3rd International Conference on Design and Technology of Integrated Systems in Nanoscale Era - Comparative study and design of new low voltage high performance current mirrors

Gabbouj, Houda Bdiri, Hassen, Nejib, Besbes, Kamel

Year:

2008

Language:

english

File:

PDF, 221 KB

english, 2008

39

Subjective quality assessment of asymmetric stereoscopic 3D video

Aflaki, Payman, Hannuksela, Miska M., Gabbouj, Moncef

Journal:

Signal, Image and Video Processing

Year:

2015

Language:

english

File:

PDF, 1.02 MB

english, 2015

40

[IEEE Comput. Soc 15th International Conference on Pattern Recognition - Barcelona, Spain (3-7 Sept. 2000)] Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 - A weighted distance approach to relevance feedback

Aksoy, S., Haralick, R.M., Cheikh, F.A., Gabbouj, M.

Year:

2000

Language:

english

File:

PDF, 406 KB

english, 2000

41

[IEEE 1993 IEEE International Symposium on Circuits and Systems - Chicago, IL, USA (3-6 May 1993)] 1993 IEEE International Symposium on Circuits and Systems - Optimal weighted median filters under structural constraints

Yang, R., Yin, L., Gabbouj, M., Astola, J., Neuvo, Y.

Year:

1993

Language:

english

File:

PDF, 300 KB

english, 1993

42

[IEEE 2014 IEEE International Symposium on Circuits and Systems (ISCAS) - Melbourne VIC, Australia (2014.6.1-2014.6.5)] 2014 IEEE International Symposium on Circuits and Systems (ISCAS) - Adaptive reweighted compressed sensing for image compression

Zhu, Shuyuan, Zeng, Bing, Gabbouj, Moncef

Year:

2014

Language:

english

File:

PDF, 1.18 MB

english, 2014

43

[IEEE 2011 IEEE International Symposium on Multimedia (ISM) - Dana Point, CA, USA (2011.12.5-2011.12.7)] 2011 IEEE International Symposium on Multimedia - Multimodal Event Detection in User Generated Videos

Cricri, Francesco, Dabov, Kostadin, Curcio, Igor D.D., Mate, Sujeet, Gabbouj, Moncef

Year:

2011

Language:

english

File:

PDF, 1.01 MB

english, 2011

44

[IEEE 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications - Helsinki (2006.9.11-2006.9.11)] 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications - Method for Unequal Error Protection in DVB-H for Mobile Television

Malamal Vadakital, Vinod, Hannuksela, Miska, Rezaei, Mehdi, Gabbouj, Moncef

Year:

2006

Language:

english

File:

PDF, 181 KB

english, 2006

45

[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) - Evaluation of detailed modeling of the LP residual in statistical speech synthesis

Nurminen, Jani, Silen, Hanna, Helander, Elina, Gabbouj, Moncef

Year:

2013

Language:

english

File:

PDF, 368 KB

english, 2013

46

[Adaptation, Learning, and Optimization] Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition Volume 15 || Optimization Techniques: An Overview

Kiranyaz, Serkan, Ince, Turker, Gabbouj, Moncef

Year:

2014

Language:

english

File:

PDF, 1.07 MB

english, 2014

47

[IEEE 2011 IEEE International Conference on Multimedia and Expo (ICME) - Barcelona, Spain (2011.07.11-2011.07.15)] 2011 IEEE International Conference on Multimedia and Expo - Segment duration for rate adaptation of adaptive HTTP streaming

Liu, Chenghao, Bouazizi, Imed, Gabbouj, Moncef

Year:

2011

Language:

english

File:

PDF, 484 KB

english, 2011

48

[IEEE 2007 5th International Symposium on Image and Signal Processing and Analysis - Istanbul, Turkey (2007.09.27-2007.09.29)] 2007 5th International Symposium on Image and Signal Processing and Analysis - Directional Spatial Color Descriptor in a Perceptual Model: Proximity Grids

Kiranyaz, Serkan, Birinci, Murat, Gabbouj, Moncef

Year:

2007

Language:

english

File:

PDF, 409 KB

english, 2007

49

[IEEE 2009 IEEE International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WowMoM) - Kos, Greece (2009.06.15-2009.06.19)] 2009 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks & Workshops - Mobile and Interactive Social Television — A virtual TV room

Cricri, Francesco, Mate, Sujeet, Curcio, Igor D. D., Gabbouj, Moncef

Year:

2009

Language:

english

File:

PDF, 585 KB

english, 2009

50

[IEEE 2014 IEEE International Symposium on Circuits and Systems (ISCAS) - Melbourne VIC, Australia (2014.6.1-2014.6.5)] 2014 IEEE International Symposium on Circuits and Systems (ISCAS) - Content adaptive depth map resampling scheme in multiview video plus depth

Homayouni, Maryam, Aminlou, Alireza, Aflaki, Payman, Gabbouj, Moncef

Year:

2014

Language:

english

File:

PDF, 572 KB

english, 2014

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