Machine Learning – Publications

@inproceedings{DBLP:conf/www/MavroforakisVG17,

title = {Modeling the Dynamics of Learning Activity on the Web},

author = {Charalampos Mavroforakis and Isabel Valera and Manuel Gomez-Rodriguez},

editor = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich},

url = {https://doi.org/10.1145/3038912.3052669},

doi = {10.1145/3038912.3052669},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 26th International Conference on World Wide Web, 

 WWW 2017, Perth, Australia, April 3-7, 2017},

pages = {1421--1430},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iciar/KarimiCSKHGW17,

title = {Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric 

 MRI Prostate Cancer Classification},

author = {Amir-Hossein Karimi and Audrey G. Chung and Mohammad Javad Shafiee and Farzad Khalvati and Masoom A. Haider and Ali Ghodsi and Alexander Wong},

editor = {Fakhri Karray and Aurélio Campilho and Farida Cheriet},

url = {https://doi.org/10.1007/978-3-319-59876-5_6},

doi = {10.1007/978-3-319-59876-5_6},

year  = {2017},

date = {2017-01-01},

booktitle = {Image Analysis and Recognition - 14th International Conference, ICIAR 

 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings},

volume = {10317},

pages = {45--53},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/nips/DeVGBG16,

title = {Learning and Forecasting Opinion Dynamics in Social Networks},

author = {Abir De and Isabel Valera and Niloy Ganguly and Sourangshu Bhattacharya and Manuel Gomez-Rodriguez},

editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike Luxburg and Isabelle Guyon and Roman Garnett},

url = {https://proceedings.neurips.cc/paper/2016/hash/f340f1b1f65b6df5b5e3f94d95b11daf-Abstract.html},

year  = {2016},

date = {2016-01-01},

booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference 

 on Neural Information Processing Systems 2016, December 5-10, 2016, 

 Barcelona, Spain},

pages = {397--405},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/wsdm/BabaeiGVGG16,

title = {On the Efficiency of the Information Networks in Social Media},

author = {Mahmoudreza Babaei and Przemyslaw A. Grabowicz and Isabel Valera and Krishna P. Gummadi and Manuel Gomez-Rodriguez},

editor = {Paul N. Bennett and Vanja Josifovski and Jennifer Neville and Filip Radlinski},

url = {https://doi.org/10.1145/2835776.2835826},

doi = {10.1145/2835776.2835826},

year  = {2016},

date = {2016-01-01},

booktitle = {Proceedings of the Ninth ACM International Conference on Web Search 

 and Data Mining, San Francisco, CA, USA, February 22-25, 2016},

pages = {83--92},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icip/KarimiSSBHTCW16,

title = {Spatio-temporal saliency detection using abstracted fully-connected 

 graphical models},

author = {Amir-Hossein Karimi and Mohammad Javad Shafiee and Christian Scharfenberger and I. BenDaya and Shahid A. Haider and N. Talukdar and David A. Clausi and Alexander Wong},

url = {https://doi.org/10.1109/ICIP.2016.7532446},

doi = {10.1109/ICIP.2016.7532446},

year  = {2016},

date = {2016-01-01},

booktitle = {2016 IEEE International Conference on Image Processing, ICIP 2016, 

 Phoenix, AZ, USA, September 25-28, 2016},

pages = {694--698},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eusipco/ValeraRSP15,

title = {A Bayesian nonparametric approach for blind multiuser channel estimation},

author = {Isabel Valera and Francisco J. R. Ruiz and Lennart Svensson and Fernando Pérez-Cruz},

url = {https://doi.org/10.1109/EUSIPCO.2015.7362888},

doi = {10.1109/EUSIPCO.2015.7362888},

year  = {2015},

date = {2015-01-01},

booktitle = {23rd European Signal Processing Conference, EUSIPCO 2015, Nice, 

 France, August 31 - September 4, 2015},

pages = {2766--2770},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icdm/ValeraG15,

title = {Modeling Adoption and Usage of Competing Products},

author = {Isabel Valera and Manuel Gomez-Rodriguez},

editor = {Charu C. Aggarwal and Zhi-Hua Zhou and Alexander Tuzhilin and Hui Xiong and Xindong Wu},

url = {https://doi.org/10.1109/ICDM.2015.40},

doi = {10.1109/ICDM.2015.40},

year  = {2015},

date = {2015-01-01},

booktitle = {2015 IEEE International Conference on Data Mining, ICDM 2015, 

 Atlantic City, NJ, USA, November 14-17, 2015},

pages = {409--418},

publisher = {IEEE Computer Society},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icwsm/BabaeiGVG15,

title = {On the Users' Efficiency in the Twitter Information Network},

author = {Mahmoudreza Babaei and Przemyslaw A. Grabowicz and Isabel Valera and Manuel Gomez-Rodriguez},

editor = {Meeyoung Cha and Cecilia Mascolo and Christian Sandvig},

url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10542},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the Ninth International Conference on Web and Social 

 Media, ICWSM 2015, University of Oxford, Oxford, UK, May 26-29, 

 2015},

pages = {570--573},

publisher = {AAAI Press},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/nips/ValeraRSP15,

title = {Infinite Factorial Dynamical Model},

author = {Isabel Valera and Francisco J. R. Ruiz and Lennart Svensson and Fernando Pérez-Cruz},

editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett},

url = {https://proceedings.neurips.cc/paper/2015/hash/0768281a05da9f27df178b5c39a51263-Abstract.html},

year  = {2015},

date = {2015-01-01},

booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference 

 on Neural Information Processing Systems 2015, December 7-12, 2015, 

 Montreal, Quebec, Canada},

pages = {1666--1674},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cogip/ValeraRP14,

title = {Sinfinite factorial unbounded hidden Markov model for blind multiuser 

 channel estimation},

author = {Isabel Valera and Francisco J. R. Ruiz and Fernando Pérez-Cruz},

url = {https://doi.org/10.1109/CIP.2014.6844506},

doi = {10.1109/CIP.2014.6844506},

year  = {2014},

date = {2014-01-01},

booktitle = {4th International Workshop on Cognitive Information Processing, CIP 

 2014, Copenhagen, Denmark, May 26-28, 2014},

pages = {1--6},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/nips/ValeraG14,

title = {General Table Completion using a Bayesian Nonparametric Model},

author = {Isabel Valera and Zoubin Ghahramani},

editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger},

url = {https://proceedings.neurips.cc/paper/2014/hash/d86ea612dec96096c5e0fcc8dd42ab6d-Abstract.html},

year  = {2014},

date = {2014-01-01},

booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference 

 on Neural Information Processing Systems 2014, December 8-13 2014, 

 Montreal, Quebec, Canada},

pages = {981--989},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}