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1

[IEEE 2015 23th Signal Processing and Communications Applications Conference (SIU) - Malatya, Turkey (2015.5.16-2015.5.19)] 2015 23nd Signal Processing and Communications Applications Conference (SIU) - An application of deep learning for trade signal prediction in financial markets

Turkmen, Ali Caner, Cemgil, Ali Taylan

Year:

2015

Language:

turkish

File:

PDF, 131 KB

turkish, 2015

2

Multitarget tracking performance metric: deficiency aware subpattern assignment

Oksuz, Kemal, Cemgil, Ali Taylan

Journal:

IET Radar Sonar & Navigation

Year:

2018

Language:

english

File:

PDF, 1.73 MB

english, 2018

3

[Academic Press Library in Signal Processing] Academic Press Library in Signal Processing: Volume 1 - Signal Processing Theory and Machine Learning Volume 1 || A Tutorial Introduction to Monte Carlo Methods, Markov Chain Monte Carlo and Particle Filtering

Cemgil, A. Taylan

Year:

2014

Language:

english

File:

PDF, 1.84 MB

english, 2014

4

[IEEE 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sivas, Turkey (2019.4.24-2019.4.26)] 2019 27th Signal Processing and Communications Applications Conference (SIU) - Active Learning with Bayesian Nonnegative Matrix Factorization for Recommender Systems

Ayci, Gonul, Koksal, Abdullatif, Mutlu, M. Melih, Suyunu, Burak, Cemgil, A. Taylan

Year:

2019

Language:

turkish

File:

PDF, 455 KB

turkish, 2019

5

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Probabilistic interpolative decomposition

Ari, Ismail, Cemgil, A. Taylan, Akarun, Lale

Year:

2012

Language:

english

File:

PDF, 522 KB

english, 2012

6

[IEEE 2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Santander, Spain (2012.09.23-2012.09.26)] 2012 IEEE International Workshop on Machine Learning for Signal Processing - Markov Chain Monte Carlo inference for probabilistic latent tensor factorization

Simsekli, Umut, Cemgil, A. Taylan

Year:

2012

Language:

english

File:

PDF, 146 KB

english, 2012

7

Rhythm Quantization for Transcription

Cemgil, Ali Taylan, Desain, Peter, Kappen, Bert

Journal:

Computer Music Journal

Year:

2000

File:

PDF, 955 KB

2000

8

[IEEE 2015 23th Signal Processing and Communications Applications Conference (SIU) - Malatya, Turkey (2015.5.16-2015.5.19)] 2015 23nd Signal Processing and Communications Applications Conference (SIU) - DRENAJ: Distributed social media data collection system

Gungor, Onur, Uskudarli, Suzan, Cemgil, A. Taylan

Year:

2015

Language:

turkish

File:

PDF, 242 KB

turkish, 2015

9

CLUSTERnGO: a user-defined modelling platform for two-stage clustering of time-series data

Fidaner, Işık Barış, Cankorur-Cetinkaya, Ayca, Dikicioglu, Duygu, Kirdar, Betul, Cemgil, Ali Taylan, Oliver, Stephen G.

Journal:

Year:

2016

Language:

english

File:

PDF, 624 KB

english, 2016

10

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization

Simsekli, Umut, Durmus, Alain, Badeau, Roland, Richard, Gael, Moulines, Eric, Cemgil, A. Taylan

Year:

2017

Language:

english

File:

PDF, 325 KB

english, 2017

11

A Bayesian change point model for detecting SIP-based DDoS attacks

Kurt, Barış, Yıldız, Çağatay, Ceritli, Taha Yusuf, Sankur, Bülent, Cemgil, Ali Taylan

Journal:

Digital Signal Processing

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

12

[IEEE 2018 26th Signal Processing and Communications Applications Conference (SIU) - Izmir, Turkey (2018.5.2-2018.5.5)] 2018 26th Signal Processing and Communications Applications Conference (SIU) - Anomaly detection on wind turbines

Poyraz, Onur, Kurutmaz, M. Burak, Cemgil, A. Taylan, Selamoglu, Sinan

Year:

2018

Language:

turkish

File:

PDF, 633 KB

turkish, 2018

13

Bayesian Time Series Models || Adaptive Markov chain Monte Carlo: theory and methods

Barber, David, Cemgil, A. Taylan, Chiappa, Silvia

Year:

2011

Language:

english

File:

PDF, 911 KB

english, 2011

14

[IEEE 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sivas, Turkey (2019.4.24-2019.4.26)] 2019 27th Signal Processing and Communications Applications Conference (SIU) - Comparison of Deep Generative Models for the Generation of Handwritten Character Images

Kirbiyik, Omer, Simsar, Enis, Cemgil, A. Taylan

Year:

2019

Language:

turkish

File:

PDF, 1.54 MB

turkish, 2019

15

[IEEE 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sivas, Turkey (2019.4.24-2019.4.26)] 2019 27th Signal Processing and Communications Applications Conference (SIU) - Weak Label Supervision for Monaural Source Separation Using Non-negative Denoising Variational Autoencoders

Karamatli, Ertug, Cemgil, Ali Taylan, Kirbiz, Serap

Year:

2019

Language:

turkish

File:

PDF, 326 KB

turkish, 2019

16

[IEEE 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sivas, Turkey (2019.4.24-2019.4.26)] 2019 27th Signal Processing and Communications Applications Conference (SIU) - Model selection for relational data factorization

HÄ±zlÄ±, Caglar, Cemgil, Taylan, KÄ±rbÄ±z, Serap

Year:

2019

Language:

english

File:

PDF, 9.79 MB

english, 2019

17

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations

Gowal, Sven, Qin, Chongli, Huang, Po-Sen, Cemgil, Taylan, Dvijotham, Krishnamurthy, Mann, Timothy, Kohli, Pushmeet

Year:

2020

File:

PDF, 1.20 MB

2020

18

Clustering Event Streams with Low Rank Hawkes Processes

Turkmen, Ali Caner, Capan, Gokhan, Cemgil, Ali Taylan

Journal:

IEEE Signal Processing Letters

Year:

2020

File:

PDF, 546 KB

2020

19

Automated quantification of cellular traffic in living cells

Jurjen H.P. Broeke, Haifang Ge, Ineke M. Dijkstra, Ali Taylan Cemgil, Jürgen A. Riedl, L. Niels Cornelisse, Ruud F. Toonen, Matthijs Verhage, William J. Fitzgerald

Journal:

Journal of Neuroscience Methods

Year:

2009

Language:

english

File:

PDF, 571 KB

english, 2009

20

Approximate Bayesian methods for kernel-based object tracking

Zoran Zivkovic, Ali Taylan Cemgil, Ben Kröse

Journal:

Computer Vision and Image Understanding

Year:

2009

Language:

english

File:

PDF, 560 KB

english, 2009

21

Variational and stochastic inference for Bayesian source separation

A. Taylan Cemgil, Cédric Févotte, Simon J. Godsill

Journal:

Digital Signal Processing

Year:

2007

Language:

english

File:

PDF, 1.71 MB

english, 2007

22

Algorithms for probabilistic latent tensor factorization

Y. Kenan Yılmaz, A. Taylan Cemgil

Journal:

Signal Processing

Year:

2012

Language:

english

File:

PDF, 343 KB

english, 2012

23

Combined perception and control for timing in robotic music performances

Umut Şimşekli, Orhan Sönmez, Barş Kurt, Ali Taylan Cemgil

Journal:

EURASIP Journal on Audio, Speech, and Music Processing

Year:

2012

Language:

english

File:

PDF, 934 KB

english, 2012

24

Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers

Tonguç Sülün, Taylan Cemgil, Jean-Marc Pho Duc, Peter Rammelsberg, Lorenz Jäger, Wolfgang Gernet

Journal:

Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and Endodontology

Year:

2001

Language:

english

File:

PDF, 280 KB

english, 2001

25

Bayesian Time Series Models ||

Barber, David, Cemgil, A. Taylan, Chiappa, Silvia

Year:

2011

Language:

english

File:

PDF, 1.34 MB

english, 2011

26

Link prediction in heterogeneous data via generalized coupled tensor factorization

Ermiş, Beyza, Acar, Evrim, Cemgil, A. Taylan

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 1.68 MB

english, 2015

27

Probabilistic sequence clustering with spectral learning

Sübakan, Y. Cem, Kurt, Barış, Cemgil, A. Taylan, Sankur, Bülent

Journal:

Digital Signal Processing

Year:

2014

Language:

english

File:

PDF, 2.02 MB

english, 2014

28

Bayesian Model Comparison With the g-Prior

Nielsen, Jesper Kjaer, Christensen, Mads Graesboll, Cemgil, Ali Taylan, Jensen, Soren Holdt

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 3.80 MB

english, 2014

29

[IEEE 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - New Paltz, NY, USA (2007.10.21-2007.10.24)] 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - Multi-Object Tracking of Sinusoidal Components in Audio with the Gaussian Mixture Probability Hypothesis Density Filter

Clark, Daniel, Cemgil, Ali-Taylan, Peeling, Paul, Godsill, Simon

Year:

2007

Language:

english

File:

PDF, 1.21 MB

english, 2007

30

[IEEE 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2009.10.18-2009.10.21)] 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - Unsupervised single-channel source separation using bayesian NMF

Dikmen, Onur, Cemgil, A. Taylan

Year:

2009

Language:

english

File:

PDF, 281 KB

english, 2009

31

[IEEE 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) - Antalya, Turkey (2011.04.20-2011.04.22)] 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) - Single-channel speech-music separation using NMF for automatic speech recognition

Demir, Cemil, Dogan, Mehmet Ugur, Cemgil, A. Taylan, Saraclar, Murat

Year:

2011

File:

PDF, 265 KB

2011

32

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - SMC samplers for multiresolution audio sequence alignment

Basaran, Dogac, Cemgil, A. Taylan, Anarim, Emin

Year:

2013

Language:

english

File:

PDF, 135 KB

english, 2013

33

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Parallel generalized tensor multiplication

Kavaklioglu, Can, Cemgil, A. Taylan

Year:

2012

Language:

turkish

File:

PDF, 199 KB

turkish, 2012

34

[IEEE 2014 IEEE Statistical Signal Processing Workshop (SSP) - Gold Coast, Australia (2014.6.29-2014.7.2)] 2014 IEEE Workshop on Statistical Signal Processing (SSP) - Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models

Dikmen, Onur, Cemgil, A. Taylan

Year:

2014

Language:

english

File:

PDF, 336 KB

english, 2014

35

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Importance sampling for model-based reinforcement learning

Sonmez, Orhan, Cemgil, A. Taylan

Year:

2012

Language:

turkish

File:

PDF, 273 KB

turkish, 2012

36

[IEEE 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2011.10.16-2011.10.19)] 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - Probabilistic latent tensor factorization framework for audio modeling

Cemgil, Ali Taylan, Simsekli, Umut, Subakan, Yusuf Cem

Year:

2011

Language:

english

File:

PDF, 585 KB

english, 2011

37

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Multiple change point analysis in random graph series

Hamzaoglu, Turkan, Kurt, Baris, Cemgil, A. Taylan

Year:

2012

Language:

turkish

File:

PDF, 362 KB

turkish, 2012

38

[IEEE 2008 3rd International Symposium on Wireless Pervasive Computing (ISWPC) - Santorini, Greece (2008.05.7-2008.05.9)] 2008 3rd International Symposium on Wireless Pervasive Computing - Bayesian hierarchical models and inference for musical audio processing

Peeling, Paul, Cemgil, A. Taylan, Godsill, Simon

Year:

2008

Language:

english

File:

PDF, 233 KB

english, 2008

39

Probabilistic Models for Real-time Acoustic Event Detection with Application to Pitch Tracking

Şimşekli, Umut, Cemgil, Ali Taylan

Journal:

Journal of New Music Research

Year:

2011

Language:

english

File:

PDF, 1016 KB

english, 2011

40

[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 - Generative Model for Human Motion Recognition

Excell, David, Cemgil, A. Taylan, Fitzgerald, William J.

Year:

2007

Language:

english

File:

PDF, 387 KB

english, 2007

41

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Infinite mixture of piecewise linear sequences

Fidaner, Isik Baris, Cemgil, Ali Taylan

Year:

2012

Language:

turkish

File:

PDF, 143 KB

turkish, 2012

42

[IEEE 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) - Antalya, Turkey (2011.04.20-2011.04.22)] 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) - Bayesian model selection of Stochastic Blockmodels for random graphs

Kurt, Baris, Cemgil, A. Taylan

Year:

2011

File:

PDF, 143 KB

2011

43

[IEEE 2012 20th Signal Processing and Communications Applications Conference (SIU) - Mugla, Turkey (2012.04.18-2012.04.20)] 2012 20th Signal Processing and Communications Applications Conference (SIU) - Catalog-based single-channel speech-music separation for automatic speech recognition

Demir, Cemil, Dogan, Mehmet Ugur, Cemgil, A. Taylan, Saraclar, Murat

Year:

2012

File:

PDF, 330 KB

2012

44

[IEEE 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2011.10.16-2011.10.19)] 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - Model based multiple audio sequence alignment

Basaran, Dogac, Cemgil, A. Taylan, Anarim, Emin

Year:

2011

Language:

english

File:

PDF, 693 KB

english, 2011

45

[IEEE 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) - Antalya, Turkey (2011.04.20-2011.04.22)] 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) - Model based audio sequence alignment

Basaran, Dogac, Anarim, Emin, Cemgil, Ali Taylan

Year:

2011

Language:

turkish

File:

PDF, 293 KB

turkish, 2011

46

[IEEE 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - New Paltz, NY, USA (2007.10.21-2007.10.24)] 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - Prior Structures for Time-Frequency Energy Distributions

Cemgil, Ali Taylan, Peeling, Paul, Dikmen, Onur, Godsill, Simon

Year:

2007

Language:

english

File:

PDF, 357 KB

english, 2007

47

[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) - Score guided audio restoration via generalised coupled tensor factorisation

Simsekli, Umut, Yilmaz, Y. Kenan, Cemgil, A. Taylan

Year:

2012

Language:

english

File:

PDF, 200 KB

english, 2012

48

[IEEE 2013 21st Signal Processing and Communications Applications Conference (SIU) - Haspolat (2013.4.24-2013.4.26)] 2013 21st Signal Processing and Communications Applications Conference (SIU) - Optimal contraction order of multiple tensors

Kavaklioglu, C., Cemgil, A. Taylan

Year:

2013

Language:

turkish

File:

PDF, 211 KB

turkish, 2013

49

[IEEE ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - Taipei, Taiwan (2009.04.19-2009.04.24)] 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - A hybrid method for deconvolution of Bernoulli-Gaussian processes

Yildirim, Sinan, Cemgil, A. Taylan, Ertuzun, Aysin B.

Year:

2009

Language:

english

File:

PDF, 131 KB

english, 2009

50

[IEEE 2014 22nd Signal Processing and Communications Applications Conference (SIU) - Trabzon, Turkey (2014.4.23-2014.4.25)] 2014 22nd Signal Processing and Communications Applications Conference (SIU) - Analysis of effect of single-channel speech-music separation using NMF to automatic speech recognition

Demir, Cemil, Cemgil, A. Taylan, Saraclar, Murat

Year:

2014

File:

PDF, 125 KB

2014