Murat Ali Bayir

Publications (partial list available at DBLP, Google Scholar and MS Academic)


         Under Submission
  1. Murat Ali Bayir, Ismail Hakki Toroslu, "Improving Structure of Commercial Websites via User Navigation Analysis".
  2. Murat Ali Bayir, Ismail Hakki Toroslu, Murat Demirbas, Ahmet Cosar, "A New Page-View based Approach to Session Construction Problem".
  3. Murat Ali Bayir, Murat Demirbas, "Learning Social Interactions for Intelligent Routing in Pocket Switched Networks".
      Thesis
  1. Murat Ali Bayir, "Enabling Location Aware Smartphone Applications via Mobility Profiling", PhD Thesis, SUNY at Buffalo, May 2010. (PhD Thesis)
  2. Murat Ali Bayir, "A New Reactive Method For Processing Web Usage Data", MS Thesis, Middle East Technical University, June 2006. (MS Thesis)
       Journals
  1. Murat Ali Bayir, Murat Demirbas, Ahmet Cosar, "A Web Based Personalized Mobility Service for Smartphone Applications" Special Issue on best papers of ISCIS 2009, ranked in top %5 among 240 submissions, (To appear at The Computer Journal, Oxford University Press). (link)
  2. Murat Ali Bayir, Murat Demirbas, Nathan Eagle. "Mobility Profiler: A Framework for Discovering Mobility Profiles of Cell Phone Users", (To appear at Pervasive and Mobile Computing Journal, Elsevier). (link)
  3. Murat Ali Bayir, Dogacan Guney, Tolga Can "Integration of Topological Measures for Eliminating Non-Specific Interactions in Protein Interaction Networks". Discrete Applied Mathematics, Elsevier, Volume 157, Issue 10: Pages 2416-2424 . (link)
  4. Murat Ali Bayir, Ismail H. Toroslu, Ahmet Cosar, "Genetic Algorithm for Multiple Query Optimization problem". IEEE Transactions on Systems, Mans and Cybernetics. Part C. Volume:37,  Issue:1 page(s): 147-153. (link)
       Conference and Workshop Papers
  1. Enis Soztutar, Ismail Hakki Toroslu, Murat Ali Bayir, "Semantically Enriched Session Model for Web Usage Mining", WISE 2010, Hong Kong, China.
  2. Carole Rudra, Murat Ali Bayir, Murat Demirbas, Atri Rudra. Time-Activity Based Estimates of Fine Particulate Exposure Using Smartphones, ACE 2010, Annual Scientific Meeting of American College of Epidemiology, San Francisco, CA, USA.
  3. Murat Ali Bayir, Murat Demirbas, "PRO: A Profile-based Routing Protocol for Pocket Switched Networks", accepted to GLOBECOM 2010, Miami, FL, USA.
  4. Cuneyt Gurcan Akcora, Murat Ali Bayir, Murat Demirbas, Hakan Ferhatosmanoglu, "Identifying BreakPoints in Public Opinion", SOMA 2010, SIGKDD Workshop on Social Media Analytics, (full talk acceptance rate=20.6%), Washington DC, USA.
  5. Murat Demirbas, Murat Ali Bayir, Cuneyt Gurcan Akcora, Yavuz Selim Yilmaz, Hakan Ferhatosmanoglu, "Crowd-Sourced Sensing and Collaboration Using Twitter", WOWMOM 2010, (acceptance rate=21%, project received prestigious Google Research Award worth 50K$), Montreal, Canada.
  6. Murat Ali Bayir, Murat Demirbas, Nathan Eagle "Discovering Spatiotemporal Mobility Profiles of Cell Phone Users". WOWMOM 2009 (acceptance rate=24%), pages: 1-9, IEEE Computer Society, Kos Island, Greece. 
  7. Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar, Guven Fidan: Smart Miner: a new framework for mining large scale web usage data. WWW 2009, pages: 161-170 (acceptance rate = 12%), Madrid, Spain.
  8. Murat Demirbas, Carole Rudra, Atri Rudra, Murat Ali Bayir: iMAP: Indirect Measurement of Air Pollution with Cellphones. PerCom Workshops 2009, pages: 1-6 IEEE Computer Society, Galveston, Texas, USA.
  9. Murat Ali Bayir, Murat Demirbas, Ahmet Cosar, "TRACK ME! A Web Based Location Tracking and Analysis System for Smart Phone Users" ISCIS 2009, pages: 117-122, IEEE Computer Society, North Cyprus, Turkey.
  10. Murat Ali Bayir, Ismail H. Toroslu, Ahmet Cosar, Guven Fidan " Discovering More Accurate Frequent Web Usage Patterns". Link-Analysis Workshop at IJCAI 2007.
  11. Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar: A New Approach for Reactive Web Usage Data Processing. ICDE Workshops 2006: 44
  12. Murat Ali Bayir, "BASKIN: Small Scale Combat Simulation System", ITEC 2006, European Conference on Simulation and Trainning Systems.
  13. Murat Ali Bayir, Ismail H. Toroslu, Ahmet Cosar, "A Performance Comparison of Pattern Discovery Methods on Web Log Data", AICCSA 2006: 445-451.