156 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of TwenteNL2 papers
- Banaras Hindu UniversityIN1 paper
- Griffith UniversityAU1 paper
- Indian Institute of Technology BHUIN1 paper
- LSU New OrleansUS1 paper
- Politecnico di TorinoIT1 paper
- The University of SydneyAU1 paper
- Université de Picardie Jules VerneFR1 paper
- University of CambridgeGB1 paper
- University of FlorenceIT1 paper
- University of Massachusetts DartmouthUS1 paper
- University of SienaIT1 paper
13 papers
Data Distribution-based Curriculum Learning
Shonal Chaudhry, Anuraganand Sharma
The order of training samples can have a significant impact on the performance of a classifier. Curriculum learning is a method of ordering training samples from easy to hard. This…
SMOTified-GAN for class imbalanced pattern classification problems
Anuraganand Sharma, Prabhat Kumar Singh, Rohitash Chandra
Class imbalance in a dataset is a major problem for classifiers that results in poor prediction with a high true positive rate (TPR) but a low true negative rate (TNR) for a majori…
Guided parallelized stochastic gradient descent for delay compensation
Anuraganand Sharma
Stochastic gradient descent (SGD) algorithm and its variations have been effectively used to optimize neural network models. However, with the rapid growth of big data and deep lea…
Optimistic variants of single-objective bilevel optimization for evolutionary algorithms
Anuraganand Sharma
Single-objective bilevel optimization is a specialized form of constraint optimization problems where one of the constraints is an optimization problem itself. These problems are t…
Topological Gradient-based Competitive Learning
Pietro Barbiero, Gabriele Ciravegna, Vincenzo Randazzo +1
Topological learning is a wide research area aiming at uncovering the mutual spatial relationships between the elements of a set. Some of the most common and oldest approaches invo…
Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis
Anuraganand Sharma, Dinesh Kumar
Breast cancer is the most common cancer in women. Classification of cancer/non-cancer patients with clinical records requires high sensitivity and specificity for an acceptable dia…
Evaluating the Stream Control Transmission Protocol Using Uppaal
Shruti Saini, Ansgar Fehnker
The Stream Control Transmission Protocol (SCTP) is a Transport Layer protocol that has been proposed as an alternative to the Transmission Control Protocol (TCP) for the Internet o…
Guided macro-mutation in a graded energy based genetic algorithm for protein structure prediction
Mahmood A. Rashid, Sumaiya Iqbal, Firas Khatib +2
Protein structure prediction is considered as one of the most challenging and computationally intractable combinatorial problem. Thus, the efficient modeling of convoluted search s…
Modeling and Verification of the Bitcoin Protocol
Kaylash Chaudhary, Ansgar Fehnker, Jaco van de Pol +1
Bitcoin is a popular digital currency for online payments, realized as a decentralized peer-to-peer electronic cash system. Bitcoin keeps a ledger of all transactions; the majority…
Completion of continuity spaces with uniformly vanishing asymmetry
Alveen Chand, Ittay Weiss
The classical Cauchy completion of a metric space (by means of Cauchy sequences) as well as the completion of a uniform space (by means of Cauchy filters) are well-known to rely on…
Weak crossed-product orders over valuation rings
John S. Kauta
Let be a field, let be a valuation ring of of arbitrary Krull dimension (rank), let be a finite Galois extension of with group , and let be the integral…
Writing representations over minimal fields
S. P. Glasby, R. B. Howlett
The chief aim of this paper is to describe a procedure which, given a -dimensional absolutely irreducible matrix representation of a finite group over a finite field $\mathbb{E}…
A note on the metrizability of spaces
Ittay Weiss
With the blessing of hind sight we consider the problem of metrizability and show that the classical Bing-Nagata-Smirnov Theorem and a more recent result of Flagg give complementar…