3 citations · 7 across the 6 of their papers we have counts for
6 papers
Information Surfaces in Systems Biology and Applications to Engineering Sustainable Agriculture
Hesam Dashti, Alireza Siahpirani, James Driver +1
Systems biology of plants offers myriad opportunities and many challenges in modeling. A number of technical challenges stem from paucity of computational methods for discovery of…
Considering Adelman's Shortest Permutation Strings
Hesam Dashti
In this report, we consider Adelman's algorithm for generating shortest permutation strings. We introduce a new representation approach which reveals some properties of Adelman's a…
Applications of Machine Learning Methods to Quantifying Phenotypic Traits that Distinguish the Wild Type from the Mutant Arabidopsis Thaliana Seedlings during Root Gravitropism
Hesam T. Dashti, Jernej Tonejc, Adel Ardalan +5
Post-genomic research deals with challenging problems in screening genomes of organisms for particular functions or potential for being the targets of genetic engineering for desir…
Pattern Recognition in Collective Cognitive Systems: Hybrid Human-Machine Learning (HHML) By Heterogeneous Ensembles
Hesam T. Dashti, Adel Ardalan, Alireza F. Siahpirani +7
The ubiquitous role of the cyber-infrastructures, such as the WWW, provides myriad opportunities for machine learning and its broad spectrum of application domains taking advantage…
Parallel Evolutionary Computation in Very Large Scale Eigenvalue Problems
Hesam T. Dashti, Alireza F. Siahpirani, Liya Wang +2
The history of research on eigenvalue problems is rich with many outstanding contributions. Nonetheless, the rapidly increasing size of data sets requires new algorithms for old pr…
Introduction of Empirical Topology in Construction of Relationship Networks of Informative Objects
Hesam T. Dashti, Mary E. Kloc, Tiago Simas +2
Understanding the structure of relationships between objects in a given database is one of the most important problems in the field of data mining. The structure can be defined for…