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1

Kernel-based machine learning for fast text mining in R

Alexandros Karatzoglou, Ingo Feinerer

Journal:

Computational Statistics & Data Analysis

Year:

2010

Language:

english

File:

PDF, 547 KB

english, 2010

2

Improving maximum margin matrix factorization

Markus Weimer, Alexandros Karatzoglou, Alex Smola

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 351 KB

english, 2008

3

[ACM Press the fourth ACM conference - Barcelona, Spain (2010.09.26-2010.09.30)] Proceedings of the fourth ACM conference on Recommender systems - RecSys '10 - Multiverse recommendation

Karatzoglou, Alexandros, Amatriain, Xavier, Baltrunas, Linas, Oliver, Nuria

Year:

2010

Language:

english

File:

PDF, 611 KB

english, 2010

4

[ACM Press the Eleventh ACM Conference - Como, Italy (2017.08.27-2017.08.31)] Proceedings of the Eleventh ACM Conference on Recommender Systems - RecSys '17 - Deep Learning for Recommender Systems

Karatzoglou, Alexandros, Hidasi, Balázs

Year:

2017

Language:

english

File:

PDF, 730 KB

english, 2017

5

[ACM Press the 2018 ACM SIGIR International Conference - Tianjin, China (2018.09.14-2018.09.17)] Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval - ICTIR '18 - A Word is Worth a Thousand Ratings

Sar Shalom, Oren, Uziel, Guy, Karatzoglou, Alexandros, Kantor, Amir

Year:

2018

Language:

english

File:

PDF, 1.35 MB

english, 2018

6

[ACM Press the 27th ACM International Conference - Torino, Italy (2018.10.22-2018.10.26)] Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18 - Recurrent Neural Networks with Top-k Gains for Session-based Recommendations

Hidasi, Balázs, Karatzoglou, Alexandros

Year:

2018

Language:

english

File:

PDF, 2.04 MB

english, 2018

7

[ACM Press the 37th international ACM SIGIR conference - Gold Coast, Queensland, Australia (2014.07.06-2014.07.11)] Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR '14 - Gaussian process factorization machines for context-aware recommendations

Nguyen, Trung V., Karatzoglou, Alexandros, Baltrunas, Linas

Year:

2014

Language:

english

File:

PDF, 546 KB

english, 2014

8

[ACM Press the 7th ACM conference - Hong Kong, China (2013.10.12-2013.10.16)] Proceedings of the 7th ACM conference on Recommender systems - RecSys '13 - Learning to rank for recommender systems

Karatzoglou, Alexandros, Baltrunas, Linas, Shi, Yue

Year:

2013

Language:

english

File:

PDF, 366 KB

english, 2013

9

[ACM Press the 8th ACM Conference - Foster City, Silicon Valley, California, USA (2014.10.06-2014.10.10)] Proceedings of the 8th ACM Conference on Recommender systems - RecSys '14 - Overview of ACM RecSys CrowdRec 2014 workshop

Larson, Martha, Cremonesi, Paolo, Karatzoglou, Alexandros

Year:

2014

Language:

english

File:

PDF, 302 KB

english, 2014

10

[ACM Press the 8th ACM Conference - Foster City, Silicon Valley, California, USA (2014.10.06-2014.10.10)] Proceedings of the 8th ACM Conference on Recommender systems - RecSys '14 - Coverage, redundancy and size-awareness in genre diversity for recommender systems

Vargas, Saúl, Baltrunas, Linas, Karatzoglou, Alexandros, Castells, Pablo

Year:

2014

Language:

english

File:

PDF, 568 KB

english, 2014

11

[ACM Press the 2011 annual conference extended abstracts - Vancouver, BC, Canada (2011.05.07-2011.05.12)] Proceedings of the 2011 annual conference extended abstracts on Human factors in computing systems - CHI EA '11 - Towards a psychographic user model from mobile phone usage

de Oliveira, Rodrigo, Karatzoglou, Alexandros, Concejero Cerezo, Pedro, Armenta Lopez de Vicuña, Ana, Oliver, Nuria

Year:

2011

Language:

english

File:

PDF, 354 KB

english, 2011

12

[ACM Press the 7th ACM conference - Hong Kong, China (2013.10.12-2013.10.16)] Proceedings of the 7th ACM conference on Recommender systems - RecSys '13 - xCLiMF

Shi, Yue, Karatzoglou, Alexandros, Baltrunas, Linas, Larson, Martha, Hanjalic, Alan

Year:

2013

Language:

english

File:

PDF, 525 KB

english, 2013

13

[ACM Press the sixth ACM conference - Dublin, Ireland (2012.09.09-2012.09.13)] Proceedings of the sixth ACM conference on Recommender systems - RecSys '12 - CLiMF

Shi, Yue, Karatzoglou, Alexandros, Baltrunas, Linas, Larson, Martha, Oliver, Nuria, Hanjalic, Alan

Year:

2012

Language:

english

File:

PDF, 698 KB

english, 2012

14

[ACM Press the third ACM conference - New York, New York, USA (2009.10.23-2009.10.25)] Proceedings of the third ACM conference on Recommender systems - RecSys '09 - Maximum margin matrix factorization for code recommendation

Weimer, Markus, Karatzoglou, Alexandros, Bruch, Marcel

Year:

2009

Language:

english

File:

PDF, 468 KB

english, 2009

15

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - CARS2

Shi, Yue, Karatzoglou, Alexandros, Baltrunas, Linas, Larson, Martha, Hanjalic, Alan

Year:

2014

Language:

english

File:

PDF, 1.19 MB

english, 2014

16

[ACM Press the 8th ACM Conference - Foster City, Silicon Valley, California, USA (2014.10.06-2014.10.10)] Proceedings of the 8th ACM Conference on Recommender systems - RecSys '14 - Question recommendation for collaborative question answering systems with RankSLDA

San Pedro, Jose, Karatzoglou, Alexandros

Year:

2014

Language:

english

File:

PDF, 1.28 MB

english, 2014

17

[ACM Press the 35th international ACM SIGIR conference - Portland, Oregon, USA (2012.08.12-2012.08.16)] Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12 - TFMAP

Shi, Yue, Karatzoglou, Alexandros, Baltrunas, Linas, Larson, Martha, Hanjalic, Alan, Oliver, Nuria

Year:

2012

Language:

english

File:

PDF, 913 KB

english, 2012

18

[ACM Press the fifth ACM conference - Chicago, Illinois, USA (2011.10.23-2011.10.27)] Proceedings of the fifth ACM conference on Recommender systems - RecSys '11 - Collaborative temporal order modeling

Karatzoglou, Alexandros

Year:

2011

Language:

english

File:

PDF, 363 KB

english, 2011

19

[ACM Press the 21st ACM international conference - Maui, Hawaii, USA (2012.10.29-2012.11.02)] Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 - Climbing the app wall

Karatzoglou, Alexandros, Baltrunas, Linas, Church, Karen, Böhmer, Matthias

Year:

2012

Language:

english

File:

PDF, 662 KB

english, 2012

20

[ACM Press the 22nd ACM international conference - San Francisco, California, USA (2013.10.27-2013.11.01)] Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 - GAPfm

Shi, Yue, Karatzoglou, Alexandros, Baltrunas, Linas, Larson, Martha, Hanjalic, Alan

Year:

2013

Language:

english

File:

PDF, 587 KB

english, 2013

21

[ACM Press the 10th ACM Conference - Boston, Massachusetts, USA (2016.09.15-2016.09.19)] Proceedings of the 10th ACM Conference on Recommender Systems - RecSys '16 - RecSys'16 Workshop on Deep Learning for Recommender Systems (DLRS)

Karatzoglou, Alexandros, Hidasi, Balázs, Tikk, Domonkos, Sar-Shalom, Oren, Roitman, Haggai, Shapira, Bracha

Year:

2016

Language:

english

File:

PDF, 401 KB

english, 2016

22

[ACM Press the 39th International ACM SIGIR conference - Pisa, Italy (2016.07.17-2016.07.21)] Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16 - Collaborative Filtering Bandits

Li, Shuai, Karatzoglou, Alexandros, Gentile, Claudio

Year:

2016

Language:

english

File:

PDF, 2.93 MB

english, 2016

23

[ACM Press the 10th ACM Conference - Boston, Massachusetts, USA (2016.09.15-2016.09.19)] Proceedings of the 10th ACM Conference on Recommender Systems - RecSys '16 - The Contextual Turn

Pagano, Roberto, Cremonesi, Paolo, Larson, Martha, Hidasi, Balázs, Tikk, Domonkos, Karatzoglou, Alexandros, Quadrana, Massimo

Year:

2016

Language:

english

File:

PDF, 417 KB

english, 2016

24

[ACM Press the 10th ACM Conference - Boston, Massachusetts, USA (2016.09.15-2016.09.19)] Proceedings of the 10th ACM Conference on Recommender Systems - RecSys '16 - Parallel Recurrent Neural Network Architectures for Feature-rich Session-based Recommendations

Hidasi, Balázs, Quadrana, Massimo, Karatzoglou, Alexandros, Tikk, Domonkos

Year:

2016

Language:

english

File:

PDF, 894 KB

english, 2016

25

[IEEE 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - A Genetic Algorithm to Discover Flexible Motifs with Support

Serra, Joan, Matic, Aleksandar, Arcos, Josep Lluis, Karatzoglou, Alexandros

Year:

2016

Language:

english

File:

PDF, 840 KB

english, 2016

26

[IEEE 2017 IEEE 33rd International Conference on Data Engineering (ICDE) - San Diego, CA, USA (2017.4.19-2017.4.22)] 2017 IEEE 33rd International Conference on Data Engineering (ICDE) - Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance Indicators

Serra, Joan, Leontiadis, Ilias, Karatzoglou, Alexandros, Papagiannaki, Konstantina

Year:

2017

Language:

english

File:

PDF, 1.49 MB

english, 2017

27

[ACM Press the Eleventh ACM Conference - Como, Italy (2017.08.27-2017.08.31)] Proceedings of the Eleventh ACM Conference on Recommender Systems - RecSys '17 - Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks

Quadrana, Massimo, Karatzoglou, Alexandros, Hidasi, Balázs, Cremonesi, Paolo

Year:

2017

Language:

english

File:

PDF, 1.34 MB

english, 2017

28

[ACM Press the Eleventh ACM Conference - Como, Italy (2017.08.27-2017.08.31)] Proceedings of the Eleventh ACM Conference on Recommender Systems - RecSys '17 - DLRS 2017

Hidasi, Balázs, Karatzoglou, Alexandros, Sar-Shalom, Oren, Dieleman, Sander, Shapira, Bracha, Tikk, Domonkos

Year:

2017

Language:

english

File:

PDF, 746 KB

english, 2017

29

[ACM Press the Eleventh ACM Conference - Como, Italy (2017.08.27-2017.08.31)] Proceedings of the Eleventh ACM Conference on Recommender Systems - RecSys '17 - Getting Deep Recommenders Fit

Serrà, Joan, Karatzoglou, Alexandros

Year:

2017

Language:

english

File:

PDF, 1.17 MB

english, 2017

30

[ACM Press the 29th - Baltimore, MD, USA (2018.07.09-2018.07.12)] Proceedings of the 29th on Hypertext and Social Media - HT '18 - Collaborative Filtering Method for Handling Diverse and Repetitive User-Item Interactions

Sar Shalom, Oren, Roitman, Haggai, Amir, Amihood, Karatzoglou, Alexandros

Year:

2018

Language:

english

File:

PDF, 1.46 MB

english, 2018

31

[ACM Press the 12th ACM Conference - Vancouver, British Columbia, Canada (2018.10.02-2018.10.02)] Proceedings of the 12th ACM Conference on Recommender Systems - RecSys '18 - DLRS 2018

Hidasi, Balázs, Karatzoglou, Alexandros, Sar-Shalom, Oren, Shapira, Bracha, Tikk, Domonkos, Vasile, Flavian, Dieleman, Sander

Year:

2018

Language:

english

File:

PDF, 424 KB

english, 2018