Publications

Tutorials:

• G. Seni, J. Elder, From Trees to Forests and Rule Sets -- A Unified Overview of Ensemble Methods, At: KDD-2007.

Book Contributions:

• G. Seni, J. Subrahmonia. Pen-Based User Interfaces – An Applications Overview,  In:
The Computer Engineering Handbook,  CRC-Press, 2002.

• G. Seni, J. Seybold.
Diacritical Processing Using Efficient Accounting Procedures in a
Forward Search
,  In: Advances in Handwriting Recognition,  S-W. Lee, eds. World
Scientific PublishingCompany, 1999.

Journal Articles:

• J. Andrieux, G. Seni. On the Coding Efficiency of Multi-Ring and Single-Ring Differential
Chain Coding for Telewriting Application
,  IEEE Proceedings – Vision, Image, and Signal
Processing, 148(4), 2001.

• Seni, G., Seybold, J.
Diacritical processing for unconstrained online handwriting
recognition using a forward search
,  International Journal on Document Analysis and
Recognition (IJDAR), 1999.

• G. Seni, R. Srihari, N. Nasrabadi.
Large Vocabulary Recognition of On-Line Handwritten
Cursive Words
, IEEE Transactions on Pattern Analysis and Machine Inteligence (PAMI), 18
(6), June, 1996.

• G. Seni, V. Kripasundar, R. Srihari.
Generalizing edit distance to incorporate domain
information: handwritten text recognition as a case study
, Pattern Recognition, 29(3),
March, 1996.

• G. Seni, E. Cohen.
External word segmentation of off-line handwritten text lines, Pattern
Recognition, 27:1, January, 1994.

Conference Papers:

• G. Seni, E.Yang, S. Akar. Yield Modeling with Rule Ensembles, 18th Annual IEEE/SEMI
 
Advanced Semiconductor Manufacturing Conference, Stresa, Italy, 2007

• G. Seni, K. Rice, E. Mayoraz. Online Handwriting Recognition in a Form Filling Task:
Evaluating the Impact of Context-Awareness
, Proceedings IS&T/SPIE Conference on
Document Recognition and Retrieval, San Jose, CA, 2004.

• G. Seni.
Treadmill Ink – Enabling Continuous Pen Input on Small Devices, Eighth Intl.
Workshop on Frontiers in Handwriting Recognition (IWFHR VIII), Ontario, Canada, 2002.

• G. Seni, T. Anastasakos.
Non-Cumulative Character Scoring in a Forward Search for
Online Handwriting Recognition
, Conference on Acoustics, Speech, and Signal
Processing (ICASSP’00), Istanbul, Turkey, 2000.

• G. Seni, J. Seybold.
Forward Search with Discontinuous Probabilities for Online
Handwriting Recognition
, Proceedings of Fifth International Conference on Document
Analysis and Recognition (ICDAR'99), Bangalore, India, Sep. 20-22, 1999.

• G. Seni, J. Seybold.
Diacritical processing using efficient accounting procedures,
Proceedings of Sixth International Workshop on Frontiers of Handwriting Recognition
(IWFHR VI), Taejon, Korea, Aug. 12-14, 1998.

• G. Seni, V. Kripasundar, R. Srihari.
Generalizing edit distance for handwritten text
recognition
, Proceedings of SPIE/IS&T Conference on Document Recognition, San Jose,
CA, Feb. 5-10, 1995.

• G. Seni, R. Srihari.
A hierarchical approach to on-line script recognition using a large
vocabulary
, Proceedings of Fourth International Workshop on Frontiers of Handwriting
Recognition (IWFHR IV), Taipei, Taiwan, Dec. 7-9, 1994.

• G. Seni, N. Nasrabadi, R. Srihari.
An on-line curive word recognition system, Proceedings
of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA,
June 20-23, 1994.

• G. Seni, S. Ng.
Towards an on-line cursive word recognition system, Proceedings of
Third International Workshop on Frontiers in Handwriting Recognition (IWFHR III), Buffalo,
NY, May 25-27, 1993.

• G. Seni, E. Cohen.
Segmenting handwritten text lines into words using distance
algorithms
, Proceedings of SPIE/IS&T Conference on Character Recognition and Digitizer
Technologies, San Jose, CA, Feb. 9-14, 1992.

Industrial Thesis Advisor:

• F. Valente. Context Aware Applications,  Multimedia Communications Lab, Eurecom
Institute, 2001.

• J. Andrieux.
Ink Notes Coding,  Multimedia Communications Lab, Eurecom Institute.,
2000.

• K-T. Lee.
Equation Editor Using Handwriting Recognition,  Multimedia Communications
Lab, Eurecom Institute., 1999.

Giovanni Seni, Ph.D.