Evaluating Usage of Images for App Classification

no code implementations • 16 Dec 2019 • Kushal Singla, Niloy Mukherjee, Hari Manassery Koduvely, Joy Bose

However, text based methods for app classification may not work in all cases, such as when the text descriptions are in a different language, or missing, or inadequate to classify the app.

Classification General Classification +2

Analysis of Software Engineering for Agile Machine Learning Projects

no code implementations • 16 Dec 2019 • Kushal Singla, Joy Bose, Chetan Naik

We compare this data with corresponding data from non-machine learning projects, in an attempt to analyze how machine learning projects are executed differently from normal software engineering projects.

BIG-bench Machine Learning

IoT2Vec: Identification of Similar IoT Devices via Activity Footprints

no code implementations • 21 May 2018 • Kushal Singla, Joy Bose

The footprints of the data transferred can provide valuable information about the devices, which can be used to (a) identify the IoT devices and (b) in case of failure, to identify the correct replacements for these devices.