Search Results for author: Arpan Pal

Found 8 papers, 1 papers with code

Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis

no code implementations11 Jan 2021 Soma Bandyopadhyay, Anish Datta, Arpan Pal

Proposed algorithm aims to address the large computing time issue of hierarchical clustering as learned latent representation AECS has a length much less than the original length of time-series and at the same time want to enhance its performance. Our algorithm exploits Recurrent Neural Network (RNN) based under complete Sequence to Sequence(seq2seq) autoencoder and agglomerative hierarchical clustering with a choice of best distance measure to recommend the best clustering.

Time Series Time Series Analysis +1

Enabling human-like task identification from natural conversation

no code implementations23 Aug 2020 Pradip Pramanick, Chayan Sarkar, Balamuralidhar P, Ajay Kattepur, Indrajit Bhattacharya, Arpan Pal

In this work, we provide a non-trivial method to combine an NLP engine and a planner such that a robot can successfully identify tasks and all the relevant parameters and generate an accurate plan for the task.

I can attend a meeting too! Towards a human-like telepresence avatar robot to attend meeting on your behalf

no code implementations28 Jun 2020 Hrishav Bakul Barua, Chayan Sarkar, Achanna Anil Kumar, Arpan Pal, Balamuralidhar P

In this work, we focus on a telepresence robot that can be used to attend a meeting remotely with a group of people.

A Novel RF-assisted-Strobe System for Unobtrusive Vibration Detection of Machine Parts

no code implementations30 May 2020 Dibyendu Roy, Arijit Sinharay, Brojeshwar Bhowmick, Raj Rakshit, Tapas Chakravarty, Arpan Pal

In this paper, we propose a novel non-contact vibration measurement system that is competent in estimating linear and/or rotational motions of machine parts.

MOMBAT: Heart Rate Monitoring from Face Video using Pulse Modeling and Bayesian Tracking

no code implementations10 May 2020 Puneet Gupta, Brojeshwar Bhowmick, Arpan Pal

We alleviate these issues by proposing a novel face video based HR monitoring method MOMBAT, that is, MOnitoring using Modeling and BAyesian Tracking.

Automation of Feature Engineering for IoT Analytics

no code implementations13 Jul 2017 Snehasis Banerjee, Tanushyam Chattopadhyay, Arpan Pal, Utpal Garain

Several pattern recognition principles and state of art (SoA) ML techniques are followed to design the overall approach for the proposed automation.

Decision Making Feature Engineering +1

Towards Wide Learning: Experiments in Healthcare

1 code implementation17 Dec 2016 Snehasis Banerjee, Tanushyam Chattopadhyay, Swagata Biswas, Rohan Banerjee, Anirban Dutta Choudhury, Arpan Pal, Utpal Garain

In this paper, a Wide Learning architecture is proposed that attempts to automate the feature engineering portion of the machine learning (ML) pipeline.

Classification Emotion Classification +2

Cannot find the paper you are looking for? You can Submit a new open access paper.