Onur Güzey

Assistant Professor

PhD, University of California, Santa Barbara

onurguzey@sehir.edu.tr

Office: East Campus, 107

Phone: +90 216 559 9000

Bio: Dr. Onur Güzey received his B.S. in Computer Eng. and Electronics/Communication Eng. from Istanbul Technical University. He earned his M.S. and Ph.D. degrees in Electrical and Computer Eng. from University of California, Santa Barbara, and received his MBA from Massachusetts Institute of Technology, Sloan School of Management. Dr. Onur Guzey's previous work experience includes positions at Mentor Graphics, Intel and McKinsey & Co.

Research Interests: Machine Learning, Decision Making Theory, Data Mining

Funded projects:

Member of research Groups:

Publications:
  • 1. Gihad N Sohsah, Onur Guzey, Zaina Tarmanini: Classifying Educational Lectures in Low-Resource Languages. Machine Learning and Applications (ICMLA), 2016 15th IEEE International Conference on 2016: 431-435.
  • 2. Emrullah Delibas, Ali Uzun, M. Fatih Inan, Onur Guzey, Ali Cakmak. Exploratory Soccer Data Analytics. PCT/TR Patent App. 2016/050507 & 2016/12725.
  • 3. Gihad Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Unal, Onur Guzey: Automatically Filtering Irrelevant Words for Applications in Language Acquisition. ICMLA 2014: 557-561. [1 Citation]
  • 4. A.Bulut, T. Arıcı, O. Guzey, B. Arslan and A. Cakmak. "Training the Data Scientists of the Future", Big Data and Analytics Education Conference (EDCON), 2014.
  • 5. Guzey, O. (2013). Educational data mining for measuring student achievement and increasıng teaching effectiveness. Presented at the International Conference on Quality in Higher Education.
  • 6. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Increasing the Efficiency of Simulation-Based Functional Verification Through Unsupervised Support Vector Analysis. IEEE Trans. on CAD of Integrated Circuits and Systems 29(1):138-148 (2010). [10 Citations]
  • 7. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Functional test selection based on unsupervised support vector analysis. DAC 2008: 262-267. [30 Citations]
  • 8. Wang, L.-C., & Guzey, O. (2008). Functional test-bench refinement through automatic constraint extraction (pp. 1–1). Presented at the Test Conference, 2008. ITC 2008.
  • 9. Onur Guzey, Li-C. Wang: Coverage-directed test generation through automatic constraint extraction. HLDVT 2007: 151-158. [37 Citations]
  • 10. Onur Guzey, Li-C. Wang, Jayanta Bhadra: Enhancing signal controllability in functional test-benches through automatic constraint extraction. ITC 2007: 1-10. [9 Citations]
  • 11. Charles HP Wen, Onur Guzey, Li Wang, Jin Yang: Simulation-based functional test justification using a boolean data miner. Computer Design, 2006. ICCD 2006. International Conference on 2007: 300-307. [9 Citations]
  • 12. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Magdy S. Abadir: Extracting a simplified view of design functionality via vector simulation. HLDVT 2006: 195-202. [1 Citation]
  • 13. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]
  • 14. Charles H.-P. Wen, Onur Guzey, Li-C. Wang: Simulation-based functional test justification using a decision-digram-based Boolean data miner. ICCD 2006: 300-307.
  • 15. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]

2016 (2)

  • 1. Gihad N Sohsah, Onur Guzey, Zaina Tarmanini: Classifying Educational Lectures in Low-Resource Languages. Machine Learning and Applications (ICMLA), 2016 15th IEEE International Conference on 2016: 431-435.
  • 2. Emrullah Delibas, Ali Uzun, M. Fatih Inan, Onur Guzey, Ali Cakmak. Exploratory Soccer Data Analytics. PCT/TR Patent App. 2016/050507 & 2016/12725.

2014 (2)

  • 3. Gihad Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Unal, Onur Guzey: Automatically Filtering Irrelevant Words for Applications in Language Acquisition. ICMLA 2014: 557-561. [1 Citation]
  • 4. A.Bulut, T. Arıcı, O. Guzey, B. Arslan and A. Cakmak. "Training the Data Scientists of the Future", Big Data and Analytics Education Conference (EDCON), 2014.

2013 (1)

  • 5. Guzey, O. (2013). Educational data mining for measuring student achievement and increasıng teaching effectiveness. Presented at the International Conference on Quality in Higher Education.

2010 (1)

  • 6. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Increasing the Efficiency of Simulation-Based Functional Verification Through Unsupervised Support Vector Analysis. IEEE Trans. on CAD of Integrated Circuits and Systems 29(1):138-148 (2010). [10 Citations]

2008 (2)

  • 7. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Functional test selection based on unsupervised support vector analysis. DAC 2008: 262-267. [30 Citations]
  • 8. Wang, L.-C., & Guzey, O. (2008). Functional test-bench refinement through automatic constraint extraction (pp. 1–1). Presented at the Test Conference, 2008. ITC 2008.

2007 (3)

  • 9. Onur Guzey, Li-C. Wang: Coverage-directed test generation through automatic constraint extraction. HLDVT 2007: 151-158. [37 Citations]
  • 10. Onur Guzey, Li-C. Wang, Jayanta Bhadra: Enhancing signal controllability in functional test-benches through automatic constraint extraction. ITC 2007: 1-10. [9 Citations]
  • 11. Charles HP Wen, Onur Guzey, Li Wang, Jin Yang: Simulation-based functional test justification using a boolean data miner. Computer Design, 2006. ICCD 2006. International Conference on 2007: 300-307. [9 Citations]

2006 (4)

  • 12. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Magdy S. Abadir: Extracting a simplified view of design functionality via vector simulation. HLDVT 2006: 195-202. [1 Citation]
  • 13. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]
  • 14. Charles H.-P. Wen, Onur Guzey, Li-C. Wang: Simulation-based functional test justification using a decision-digram-based Boolean data miner. ICCD 2006: 300-307.
  • 15. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]

Patents (1)

  • 1. Emrullah Delibas, Ali Uzun, M. Fatih Inan, Onur Guzey, Ali Cakmak. Exploratory Soccer Data Analytics. PCT/TR Patent App. 2016/050507 & 2016/12725.

Journal Papers (1)

  • 2. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Increasing the Efficiency of Simulation-Based Functional Verification Through Unsupervised Support Vector Analysis. IEEE Trans. on CAD of Integrated Circuits and Systems 29(1):138-148 (2010). [10 Citations]

Conference / Workshop Papers (13)

  • 3. Gihad N Sohsah, Onur Guzey, Zaina Tarmanini: Classifying Educational Lectures in Low-Resource Languages. Machine Learning and Applications (ICMLA), 2016 15th IEEE International Conference on 2016: 431-435.
  • 4. Gihad Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Unal, Onur Guzey: Automatically Filtering Irrelevant Words for Applications in Language Acquisition. ICMLA 2014: 557-561. [1 Citation]
  • 5. A.Bulut, T. Arıcı, O. Guzey, B. Arslan and A. Cakmak. "Training the Data Scientists of the Future", Big Data and Analytics Education Conference (EDCON), 2014.
  • 6. Guzey, O. (2013). Educational data mining for measuring student achievement and increasıng teaching effectiveness. Presented at the International Conference on Quality in Higher Education.
  • 7. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Functional test selection based on unsupervised support vector analysis. DAC 2008: 262-267. [30 Citations]
  • 8. Wang, L.-C., & Guzey, O. (2008). Functional test-bench refinement through automatic constraint extraction (pp. 1–1). Presented at the Test Conference, 2008. ITC 2008.
  • 9. Onur Guzey, Li-C. Wang: Coverage-directed test generation through automatic constraint extraction. HLDVT 2007: 151-158. [37 Citations]
  • 10. Onur Guzey, Li-C. Wang, Jayanta Bhadra: Enhancing signal controllability in functional test-benches through automatic constraint extraction. ITC 2007: 1-10. [9 Citations]
  • 11. Charles HP Wen, Onur Guzey, Li Wang, Jin Yang: Simulation-based functional test justification using a boolean data miner. Computer Design, 2006. ICCD 2006. International Conference on 2007: 300-307. [9 Citations]
  • 12. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Magdy S. Abadir: Extracting a simplified view of design functionality via vector simulation. HLDVT 2006: 195-202. [1 Citation]
  • 13. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]
  • 14. Charles H.-P. Wen, Onur Guzey, Li-C. Wang: Simulation-based functional test justification using a decision-digram-based Boolean data miner. ICCD 2006: 300-307.
  • 15. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]
  • 1. Onur Guzey, Li-C. Wang: Coverage-directed test generation through automatic constraint extraction. HLDVT 2007: 151-158. [37 Citations]
  • 2. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Functional test selection based on unsupervised support vector analysis. DAC 2008: 262-267. [30 Citations]
  • 3. Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Foster: Increasing the Efficiency of Simulation-Based Functional Verification Through Unsupervised Support Vector Analysis. IEEE Trans. on CAD of Integrated Circuits and Systems 29(1):138-148 (2010). [10 Citations]
  • 4. Onur Guzey, Li-C. Wang, Jayanta Bhadra: Enhancing signal controllability in functional test-benches through automatic constraint extraction. ITC 2007: 1-10. [9 Citations]
  • 5. Charles HP Wen, Onur Guzey, Li Wang, Jin Yang: Simulation-based functional test justification using a boolean data miner. Computer Design, 2006. ICCD 2006. International Conference on 2007: 300-307. [9 Citations]
  • 6. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]
  • 7. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Hillel Miller, Magdy S. Abadir: Extracting a Simplified View of Design Functionality Based on Vector Simulation. Haifa Verification Conference 2006: 34-49. [5 Citations]
  • 8. Gihad Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Unal, Onur Guzey: Automatically Filtering Irrelevant Words for Applications in Language Acquisition. ICMLA 2014: 557-561. [1 Citation]
  • 9. Onur Guzey, Charles H.-P. Wen, Li-C. Wang, Tao Feng, Magdy S. Abadir: Extracting a simplified view of design functionality via vector simulation. HLDVT 2006: 195-202. [1 Citation]
  • 10. A.Bulut, T. Arıcı, O. Guzey, B. Arslan and A. Cakmak. "Training the Data Scientists of the Future", Big Data and Analytics Education Conference (EDCON), 2014.
  • 11. Guzey, O. (2013). Educational data mining for measuring student achievement and increasıng teaching effectiveness. Presented at the International Conference on Quality in Higher Education.
  • 12. Wang, L.-C., & Guzey, O. (2008). Functional test-bench refinement through automatic constraint extraction (pp. 1–1). Presented at the Test Conference, 2008. ITC 2008.
  • 13. Gihad N Sohsah, Onur Guzey, Zaina Tarmanini: Classifying Educational Lectures in Low-Resource Languages. Machine Learning and Applications (ICMLA), 2016 15th IEEE International Conference on 2016: 431-435.
  • 14. Emrullah Delibas, Ali Uzun, M. Fatih Inan, Onur Guzey, Ali Cakmak. Exploratory Soccer Data Analytics. PCT/TR Patent App. 2016/050507 & 2016/12725.
  • 15. Charles H.-P. Wen, Onur Guzey, Li-C. Wang: Simulation-based functional test justification using a decision-digram-based Boolean data miner. ICCD 2006: 300-307.
İstanbul Şehir University
Altunizade Mah. Oymacı Sok. No: 15
34660 Istanbul, Turkey
Email: cs@sehir.edu.tr
Phone: +90 216 559 9000