Omar Al Azzam

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 2

Top Topics

Categorical Data

Clustering Algorithm

Weakly Supervised

Top Venues

Comput. Biol. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Janis Marc Nolde, Revathy Carnagarin, Leslie Marisol Lugo-Gavidia, Omar Al Azzam, Márcio Galindo Kiuchi, Sandi Robinson, Ajmal Mian, Markus P. Schlaich
Autoencoded deep features for semi-automatic, weakly supervised physiological signal labelling. Comput. Biol. Medicine 143 (2022)
Janis Marc Nolde, Leslie Marisol Lugo-Gavidia, Revathy Carnagarin, Omar Al Azzam, Márcio Galindo Kiuchi, Ajmal Mian, Markus P. Schlaich
K-means panning - Developing a new standard in automated MSNA signal recognition with a weakly supervised learning approach. Comput. Biol. Medicine 140 (2022)
Raed I. Seetan, Anne M. Denton, Omar Al Azzam, Ajay Kumar, Muhammad Javed Iqbal, Shahryar F. Kianian
Reliable Radiation Hybrid Maps: An Efficient Scalable Clustering-Based Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (5) (2014)
Raed I. Seetan, Anne M. Denton, Omar Al Azzam, Ajay Kumar, Muhammad Javed Iqbal, Shahryar F. Kianian
A noise-aware method for building radiation hybrid maps. BCB (2014)
Raed I. Seetan, Anne M. Denton, Omar Al Azzam, Ajay Kumar, Jazarai Sturdivant, Shahryar F. Kianian
Iterative Framework Radiation Hybrid Mapping. SDM (2014)
Raed I. Seetan, Anne M. Denton, Omar Al Azzam, Ajay Kumar, Muhammad Javed Iqbal, Shahryar F. Kianian
Poster: Clustering-based approach for constructing reliable radiation hybrid framework maps. ICCABS (2013)
Raed I. Seetan, Ajay Kumar, Anne M. Denton, Muhammad Javed Iqbal, Omar Al Azzam, Shahryar F. Kianian
A fast and scalable clustering-based approach for constructing reliable radiation hybrid maps. BIOKDD (2013)
Charith Chitraranjan, Loai Al Nimer, Omar Al Azzam, Saeed Salem, Anne M. Denton, Muhammad J. Iqbal, Shahryar F. Kianian
Frequent Substring-Based Sequence Classification with an Ensemble of Support Vector Machines Trained Using Reduced Amino Acid Alphabets. ICMLA (2) (2011)
Omar Al Azzam, Loai Al Nimer, Charith Chitraranjan, Anne M. Denton, Ajay Kumar, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian
Network-Based Filtering of Unreliable Markers in Genome Mapping. ICMLA (1) (2011)
Loai M. Alnemer, Omar Al Azzam, Charith Chitraranjan, Anne M. Denton, Filippo M. Bassi, Muhammad J. Iqbal, Shahryar F. Kianian
Multiple Sources Classification of Gene Position on Chromosomes Using Statistical Significance of Individual Classification Results. ICMLA (1) (2011)
Jianfei Wu, Loai Al Nimer, Omar Al Azzam, Charith Chitraranjan, Saeed Salem, Anne M. Denton
Sequential Data Clustering. ICMLA (2010)