Shahryar Kianian

1985 …2021
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Research Output 1985 2018

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Conference contribution
2017
3 Citations (Scopus)

Hyperspectral imaging to identify salt-tolerant wheat lines

Moghimi, A., Yang, C., Miller, M. E., Kianian, S. & Marchetto, P., Jan 1 2017, Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II. Moorhead, R. J., Thomasson, J. A. & McKee, M. (eds.). SPIE, Vol. 10218. 1021805

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hyperspectral Imaging
wheat
Wheat
Triticum Aestivum
Salt
2014
2 Citations (Scopus)

A noise-aware method for building radiation hybrid maps

Seetan, R. I., Denton, A. M., Al-Azzam, O., Kumar, A., Iqbal, M. J. & Kianian, S., Sep 20 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 541-550 10 p. (ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiation Hybrid Mapping
Noise
Radiation
Computational complexity
Data Mining
2 Citations (Scopus)

Iterative framework radiation hybrid mapping

Seetan, R. I., Denton, A. M., Al-Azzam, O., Kumar, A., Sturdivant, J. & Kianian, S., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Ning-Tan, P., Banerjee, A., Parthasarathy, S., Obradovic, Z., Kamath, C. & Zaki, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 1028-1036 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiation
Genes
Traveling salesman problem
Chromosomes
2013
5 Citations (Scopus)

A fast and scalable clustering-based approach for constructing reliable radiation hybrid maps

Seetan, R. I., Denton, A. M., Al-Azzam, O., Kumar, A., Iqbal, M. J. & Kianian, S., Jan 1 2013, Proc. of the 12th Int. Workshop on Data Mining in Bioinformatics, BIOKDD 2013 - Held in Conj. with the 19th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, SIGKDD 2013. Association for Computing Machinery, p. 34-41 8 p. (Proc. of the 12th Int. Workshop on Data Mining in Bioinformatics, BIOKDD 2013 - Held in Conjunction with the 19th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, SIGKDD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiation
Computational complexity
Traveling salesman problem
Chromosomes
Genes

Poster: Clustering-based approach for constructing reliable radiation hybrid framework maps

Seetan, R. I., Denton, A. M., et al.-Azzam, O., Kumar, A., Iqbal, M. J. & Kianian, S., Dec 9 2013, 2013 IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2013. 6629207. (2013 IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiation
Chromosomes
Traveling salesman problem
Computational complexity
Genes
2011
1 Citation (Scopus)

Frequent substring-based sequence classification with an ensemble of support vector machines trained using reduced amino acid alphabets

Chitraranjan, C. D., Alnemer, L., Al-Azzam, O., Salem, S., Denton, A. M., Iqbal, M. J. & Kianian, S. F., Dec 1 2011, Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011. p. 180-185 6 p. 6147669. (Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Amino acids
Classifiers
Proteins
Substitution reactions
1 Citation (Scopus)

Multiple sources classification of gene position on chromosomes using statistical significance of individual classification results

Alnemer, L. M., Al-Azzam, O., Chitraranjan, C., Denton, A. M., Bassi, F. M., Iqbal, M. J. & Kianian, S. F., Dec 1 2011, Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011. p. 7-12 6 p. 6146933. (Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chromosomes
Genes
Data mining
Labels
Classifiers
5 Citations (Scopus)

Network-based filtering of unreliable markers in genome mapping

Al-Azzam, O., Alnemer, L., Chitraranjan, C., Denton, A. M., Kumar, A., Bassi, F., Iqbal, M. J. & Kianian, S. F., Dec 1 2011, Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011. p. 19-24 6 p. 6146935. (Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genes
Chromosomes
DNA
Radiation