317 citations · 990 across the 45 of their papers we have counts for
5 papers · 1 filter
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment
N. Attari, F. Ofli, M. Awad +2
We propose Nazr-CNN1, a deep learning pipeline for object detection and fine-grained classification in images acquired from Unmanned Aerial Vehicles (UAVs) for damage assessment an…
A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting
Muhammad Imran, Sanjay Chawla, Carlos Castillo
An emerging challenge in the online classification of social media data streams is to keep the categories used for classification up-to-date. In this paper, we propose an innovativ…
Inferring the contiguity matrix for spatial autoregressive analysis with applications to house price prediction
Somwrita Sarkar, Sanjay Chawla
Inference methods in traditional statistics, machine learning and data mining assume that data is generated from an independent and identically distributed (iid) process. Spatial d…
Online Optimization Methods for the Quantification Problem
Purushottam Kar, Shuai Li, Harikrishna Narasimhan +2
The estimation of class prevalence, i.e., the fraction of a population that belongs to a certain class, is a very useful tool in data analytics and learning, and finds applications…
Scalable Constrained Clustering: A Generalized Spectral Method
Mihai Cucuringu, Ioannis Koutis, Sanjay Chawla +2
We present a simple spectral approach to the well-studied constrained clustering problem. It captures constrained clustering as a generalized eigenvalue problem with graph Laplacia…