Empirical evaluation of K-Means, Bisecting K-Means, Fuzzy C-Means and Genetic K-Means clustering algorithms
- Shreya M. Banerjee, Ankita Choudhary, Somnath Pal
- Computer ScienceIEEE International WIE Conference on Electrical…
- 1 December 2015
An extensive empirical evaluation of three significant variations of K-Means algorithm is carried out on the basis of six internal and external validity indices, and it has been seen that performance of K -Means and Bisecting K- means are similar, while Fuzzy C-means gives better performance and Genetic K- Means performs the best.
Outdoor thermal comfort in various microentrepreneurial settings in hot humid tropical Kolkata: Human biometeorological assessment of objective and subjective parameters.
- Shreya M. Banerjee, A. Middel, S. Chattopadhyay
- Environmental ScienceScience of the Total Environment
- 7 March 2020
Predictability and parallelism in the contemporary evolution of hybrid genomes
- Q. Langdon, Daniel L. Powell, Molly Schumer
- BiologybioRxiv
- 7 July 2021
The drivers of variation in local ancestry across the genome in replicated hybridization events between two species pairs of swordtail fish are dissected and one such region is a previously unknown hybrid incompatibility that is shared across X. birchmanni × X. cortezi and X. malinche hybrid populations.
Ontology Driven Meta-Modeling for NoSQL Databases: A Conceptual Perspective
- Shreya M. Banerjee, A. Sarkar
- Computer Science
- 31 December 2016
An ontology driven meta-model, called Ontology Driven NoSQL Data Model (ODNSDM), is proposed to conceptualize data representation facets over heterogeneous kinds of databases to provide common conceptual level abstraction based on semantically enriched formal vocabularies for both NoSQL and SQL databases.
Bounce and cyclic cosmology in new gravitational scalar-tensor theories
- E. Saridakis, Shreya M. Banerjee, R. Myrzakulov
- PhysicsPhysical Review D
- 1 July 2018
We study the bounce and cyclicity realization in the framework of new gravitational scalar-tensor theories. In these theories the Lagrangian contains the Ricci scalar and its first and second…
Quantum blockchain using weighted hypergraph states
- Shreya M. Banerjee, A. Mukherjee, P. Panigrahi
- Computer Science
- 16 March 2020
Modeling NoSQL Databases : From Conceptual to Logical Level Design
- Shreya M. Banerjee, A. Sarkar
- Computer Science
- 2016
A common conceptual level model for varied types of NoSQL databases is proposed and a NoSQL data specification language has been devised to represent equivalent logical level data model, independent of any physical level representations.
Anandamide alters the membrane properties, halts the cell division and prevents drug efflux in multidrug resistant Staphylococcus aureus
- Shreya M. Banerjee, Ronit Vogt Sionov, M. Feldman, R. Smoum, R. Mechoulam, D. Steinberg
- Biology, MedicineScientific Reports
- 22 April 2021
It is demonstrated that AEA interferes with cell division, alters the membrane properties of MDRSA, and leads to increased intracellular drug retention, which can contribute to the sensitization of M DRSA to antibiotics.
A Formal OLAP Algebra for NoSQL based Data Warehouses
- Shreya M. Banerjee, S. Bhaskar, A. Sarkar, N. Debnath
- Computer Science
- 20 March 2021
Formal and rigorous specification are represented in this paper for different kinds of OLAP operators and operations and the proposed approach aids efficient visualization techniques of data cubes over NoSQL based DWs.
H-Bond Surrogate-Stabilized Shortest Single-Turn α-Helices: sp2 Constraints and Residue Preferences for the Highest α-Helicities
- Sunit Pal, Shreya M. Banerjee, Ankur Kumar, E. Prabhakaran
- Biology, ChemistryACS Omega
- 2 June 2020
An HBS model that can be placed in unstructured tetrapeptides without excising any of its residues, and that biases them predominantly into remarkably stable single α-helical turns in varying solvents, pH values, and temperatures is introduced.
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