Javad Azimi
Ph.D. Candidate

 

 
Publications
  • Javad Azimi, Xiaoli Fern, Alan Fern, “Budgeted Optimization with Constrained Experiments”, in JAIR 2016. [pdf]

  • Javad Azimi, Adnan Alam, Ruofei Zhang, “Ads Keyword Rewriting Using Search Engine Results”, in WWW 2015.

  • Pengqi Liu, Javad Azimi, Ruofei Zhang, “Contextual Query Intent Extraction for Paid Search Selection”, in WWW 2015.

  • Pengqi Liu, Javad Azimi, Ruofei Zhang, “Automatic keywords generation for contextual advertising”, in WWW 2014.

  • Sicheng Xiong, Javad Azimi, Xiaoli Fern, “Active Learning of Constraints for Semi-Supervised Clustering”, IEEE Transactions on Knowledge and Data Engineering (TKDE).

  • Ali Jalali, Javad Azimi, Xiaoli Fern, “Exploration vs Exploitation in Bayesian Optimization”, in ECML 2013. [.pdf]

  • Javad Azimi, Bruce Zhang, Yang  Zhou, Vidhya Navalpakkam, Jianchang Mao, Xiaoli Fern, “Visual Appearance of Display Ads and Its Effect on Click Through Rate”, in CIKM 2012.

  • Haibin Cheng, Roelof Zwol, Javad Azimi, Eren Manavoglu, Ruofei Zhang, Yang Zhou, Vidhya Navalpakkam, “Multimedia Features for  Click Prediction of New Ads in Display Advertising”, in KDD 2012.[pdf]

  • Javad Azimi, Alan Fern, Xiaoli Fern. Glencora  Borradaile,Brent Heeringa, “Batch Active Learning via Coordinating  Matching”, in ICML 2012.[.pdf][supplementary]

  • Javad Azimi, Ali Jalali, Xiaoli Fern, “Hybrid Batch Bayesian Optimization”, in ICML 2012. [.pdf]

  • Javad Azimi, Bruce Zhang, Yang  Zhou, Vidhya Navalpakkam, Jianchang Mao, Xiaoli Fern, “The Impact of Visual Appearance on User Response in Online Display Advertising”, in WWW 2012.  [.pdf][longer version][poster]

  • Javad Azimi, Ali Jalali, Xiaoli Fern, “Dynamic Batch Bayesian Optimization”, in NIPS 2011, Workshop in Bayesian optimization, experimental design and bandits: Theory and applications. [.pdf][slides]

  • Javad Azimi, Alan Fern, Xiaoli Fern, “Budgeted Optimization with Concurrent Stochastic-Duration Experiments”, in NIPS 2011 (Spotlight). [.pdf (long version)][poster][slides]

  • Javad Azimi, Alan Fern, Xiaoli Fern, “Active Function Optimization with Parallel Stochastic-Duration Experiments”,in ICML 2011,Workshop in Combining Learning Strategies to Reduce Label Cost.[.pdf]

  • Javad Azimi, Alan Fern, Xiaoli Fern, “Batch Bayesian Optimization via Simulation Matching”, in NIPS 2010. [.pdf][supplementary]

  • Javad Azimi, Xiaoli Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller, “Myopic Policies for Budgeted Optimization with Constrained Experiments”, in AAAI 2010. [.pdf][slides]

  • Javad Azimi, Xiaoli Fern, “Adaptive Cluster Ensemble Selection”, in IJCAI 2009. [.pdf][slides]

  • Javad Azimi, Paul Cull, Xiaoli Fern, “Clustering Ensembles Using Ants Algorithm”, in IWINAC 2009.[.pdf][slides]

  • Javad Azimi, Monireh Abdoos, Morteza Analoui, “A New Efficient Approach in Clustering Ensembles”, in IDEAL 2007. [.pdf]

  • Abbas Golestani, Javad Azimi, M.Analoui, “A New Efficient Fuzzy Diversity Measure in Classifier Fusion” , in IADIS International Conference of Applied Computing 2007. [.pdf]

  • Alireza Saberi, Javad Azimi, Behrouz Minaei, “Applying Data Mining Techniques for Scam Detection”, in CSICC 2007. [in Persian]

  • Javad Azimi, Mohammad Mohammadi, Morteza Analoui, “Clustering Ensembles Using Genetic Algorithm”, in IEEE CAMPS 2006. [.pdf]

  • Javad Azimi, S.Reza Davoodi, Morteza Analoui, “Fast Convergence Clustering Ensemble”, in SIKDD 2006. [.pdf]

  • Javad Azimi, Abbas Koochari, Aminollah Mahabadi, “Optical Handwritten Persian Character Recognition Based on Fuzzy Logic”, in IKT 2005.[in Persian]