Publications

Full List of Publications 

Patents

Enhanced Content-Based Multimedia Recommendation Method
Yashar Deldjoo, M. Elahi, P. Cremonesi
US Patent, application number 15/277490, Priority date: 27/09/2016 (under review)
>> Link

 

Journals


2016


Content-based Video Recommendation System based on Stylistic Visual Features
Yashar Deldjoo, M. Elahi, P. Cremonesi, F. Garzotto, P. Piazzolla, M. Quadrana
Springer International Publishing – Special Issue on Recommender Systems, Journal of Data Semantic, 2016
>> Preface, PDF, BibTex, RG

A Low-Cost Infrared-Optical Head Tracking Solution for Virtual 3D Audio Environment Using the Nintendo Wii-Remote
Yashar Deldjoo, R. Ebrahimi Atani
Elsevier – Journal of Entertainment Computing, Volume 12, pages 9-27, Jan 2016
>> PDF, BibTex, RG 

 

Peer-reviewed Conference and Workshop Proceedings


2017


Exploring The Semantic Gap for Movie Recommendation
M. Elahi, Yashar Deldjoo, F. B. Moghaddam, L. Cella, S. Cereda, P. Cremonesi
Proceedings of 11th ACM Conference of Recommender Systems (RecSys 2017), Como, Italy, August 2017.
>> PDF, BibTex, RG

RecSys Challenge 2017: Offline and Online Evaluation
F. Abel, Yashar Deldjoo, M. Elahi, D. Kohlsdorf
Proceedings of the 11th ACM Conference of Recommender Systems (RecSys 2017): Workshop Summary, Italy, Sep 2017
>> PDF, BibTex, RG, Conf. homepage, WS homepage 

Enhancing Children’s Experience with Recommendation Systems
Yashar Deldjoo, C. Fra, M. Valla, A. Paladini, D. Anghileri, M.A. Tuncil, F. Garzotta, P. Cremonesi
Proceedings of the 11th ACM Conference of Recommender Systems (RecSys 2017): Workshop on Children and Recommender Systems (KidRec 2017), Sep 2017
>> PDF, BibTex, RG

The Effect of Different Video Summarization Models on the Quality of Video Recommendation based on Low-Level Visual Features
Yashar Deldjoo, P. Cremonesi, M. Schedl, M. Quadrana
ACM international Workshop on Content-Based Multimedia Indexing (CBMI 2017), June 19-21 2017, Firenze, Italy
>> PDFBibTex, RG

Letting Users Assist What to Watch: An Interactive Query-by-Example Movie Recommendation System
Yashar Deldjoo, C. Fra, M. Valla, P. Cremonesi 
8th Italian Information Retrieval (IIR 2017),  Lugano, Switzerland, June 2017.
>> PDF, BibTex, RG


2016


Using Visual Features and Latent Factors for Movie Recommendation
Yashar Deldjoo, M. Elahi, P. Cremonesi 
Proceedings of the 11th ACM Conference of Recommender Systems (RecSys 2016): Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2016), Massachusetts Institute of Technology (MIT), USA, Sep 2016.
>> PDF, BibTex, RG, datasetreadMe

Recommending Movies Based on Mise-en-Scène Design 
Yashar Deldjoo, M. Elahi, P. Cremonesi, F. Garzotto, P. Piazzolla 
ACM Human Computer Interaction (CHI 2016)  May 7 – 12 at San Jose, CA, USA (Extended Abstract)
>> PDF, BibTex, RG

How to Combine Visual Features with Tags to Improve the Movie Recommendation Accuracy 
Yashar Deldjoo, M. Elahi, P. Cremonesi, F. B. Moghaddam, A. L. Edoardo Caielli  
Springer – Proceedings of the 17th International conference on Electronic Commerce and Web Technologies (Ec-Web 2016), Porto, Portugal, Sep. 2016
>> PDF, BibTex, RG, dataset, readMe


2015


Toward Building a Content-based Video Recommendation System based on Low-level Features 
Yashar Deldjoo, M. Elahi, M. Quadrana, P. Cremonesi  
Springer – Proceedings of the 16th International conference on Electronic Commerce and Web Technologies (Ec-Web 2015),  Valencia, Spain, Sep. 2015
>> PDF, BibTex, RG  (Selected paper for Journal of Data Semantics 2016) 

Toward Effective Movie Recommendations Based on Mise-en-Scène Film Styles
Yashar Deldjoo, M. Elahi, M. Quadrana, P. Cremonesi, F. Garzotto  
ACM Proceedings of the 11th Biannual Conference on Italian SIGCHI Chapter (ChItaly 2015), pages 162-165, Rome, Italy, Sep. 2015
>> PDF, BibTex, RG

A Novel Fuzzy-Based Smoke Detection System Using Dynamic and Static Smoke Features 
Yashar Deldjoo, F. Nazary, A. M. Fotouhi  
IEEE – 23rd Iranian Conference on Electrical Engineering (ICEE 2015), pages 729 – 733, Tehran, Iran, May 2015
>> PDF, BibTex, RG, code, dataset, ReadMe 


2014


Is it the Sparsity or Collaborativeness that Makes a Visual Tracker Strong? 
Yashar Deldjoo, S. Zhang, R. Ebrahimi Atani, M. Molla-Abbasi  
IEEE – 7th International Symposium on Telecommunication, Tehran,  Iran, May 2014 
>>PDF, BibTex, RG 

 

 

Technical Reports:

Using Mise-En-Scene Visual Features based on MPEG7 and Deep Learning for Movie Recommendation?
Yashar Deldjoo, M. Quadrana, M. Elahi, P. Cremonesi  
ArXiv preprint arXiv:1704.06109 (arXiv 2017), April 21st 2017
>> PDF, BibTex, RG 

Sparse vs. Non-Sparse: Which One Is Better for Practical Visual Tracking?
Yashar Deldjoo, S. Zhang, B. Zanj, P. Cremonesi, M. Matteucci  
arXiv preprint arXiv:1608.00168 (arXiv 2016), Sep 30th 2016 
>> PDF, BibTex, RG 

 

Thesis/Dissertations:

MSc Thesis: Wii Remote Based Head Tracking in 3D Audio Rendering 
Yashar Deldjoo  
Chalmers University of Technology/Ericsson Research 2009 
>> PDF, BibTex, RGLink