273 citations · 683 across the 114 of their papers we have counts for
5 papers · 1 filter
Ensemble-Based Discovery of Disjoint, Overlapping and Fuzzy Community Structures in Networks
Tanmoy Chakraborty, Noseong Park
Though much work has been done on ensemble clustering in data mining, the application of ensemble methods to community detection in networks is in its infancy. In this paper, we pr…
Role of Interdisciplinarity in Computer Sciences: Quantification, Impact and Life Trajectory
Tanmoy Chakraborty
The tremendous advances in computer science in the last few decades have provided the platform to address and solve complex problems using interdisciplinary research. In this paper…
EC3: Combining Clustering and Classification for Ensemble Learning
Tanmoy Chakraborty
Classification and clustering algorithms have been proved to be successful individually in different contexts. Both of them have their own advantages and limitations. For instance,…
Determining sentiment in citation text and analyzing its impact on the proposed ranking index
Souvick Ghosh, Dipankar Das, Tanmoy Chakraborty
Whenever human beings interact with each other, they exchange or express opinions, emotions, and sentiments. These opinions can be expressed in text, speech or images. Analysis of…
MMGAN: Manifold Matching Generative Adversarial Network
Noseong Park, Ankesh Anand, Joel Ruben Antony Moniz +5
It is well-known that GANs are difficult to train, and several different techniques have been proposed in order to stabilize their training. In this paper, we propose a novel train…