research
∙
04/30/2020
Explainable Deep Learning: A Field Guide for the Uninitiated
Deep neural network (DNN) is an indispensable machine learning tool for ...
share
research
∙
11/18/2019
A First Look at References from the Dark to Surface Web World
Tor is one of the most well-known networks that protects the identity of...
research
∙
11/05/2019
Contextual Grounding of Natural Language Entities in Images
In this paper, we introduce a contextual grounding approach that capture...
research
∙
03/13/2019
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection
Phishing as one of the most well-known cybercrime activities is a decept...
research
∙
02/18/2019
A Broad Evaluation of the Tor English Content Ecosystem
Tor is among most well-known dark net in the world. It has noble uses, i...
research
∙
01/20/2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding
Existing visual reasoning datasets such as Visual Question Answering (VQ...
research
∙
11/26/2018
HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition
Strong regulations in the financial industry mean that any decisions bas...
research
∙
11/26/2018
Visual Entailment Task for Visually-Grounded Language Learning
We introduce a new inference task - Visual Entailment (VE) - which diffe...
research
∙
11/09/2018
Reasoning over RDF Knowledge Bases using Deep Learning
Semantic Web knowledge representation standards, and in particular RDF a...
research
∙
10/23/2018
Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting
There are many examples of 'wisdom of the crowd' effects in which the la...
research
∙
12/15/2017
Realistic Traffic Generation for Web Robots
Critical to evaluating the capacity, scalability, and availability of we...
research
∙
12/14/2017
Intrinsic Point of Interest Discovery from Trajectory Data
This paper presents a framework for intrinsic point of interest discover...
research
∙
11/21/2017
Relating Input Concepts to Convolutional Neural Network Decisions
Many current methods to interpret convolutional neural networks (CNNs) u...
research
∙
10/11/2017
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps
The ever increasing prevalence of publicly available structured data on ...
research
∙
10/02/2017
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives
We characterize three notions of explainable AI that cut across research...
research
∙
07/14/2017
A Semantics-Based Measure of Emoji Similarity
Emoji have grown to become one of the most important forms of communicat...
research
∙
07/14/2017
EmojiNet: An Open Service and API for Emoji Sense Discovery
This paper presents the release of EmojiNet, the largest machine-readabl...
research
∙
10/29/2016
Finding Street Gang Members on Twitter
Most street gang members use Twitter to intimidate others, to present ou...
research
∙
10/27/2016
Word Embeddings to Enhance Twitter Gang Member Profile Identification
Gang affiliates have joined the masses who use social media to share tho...
research
∙
10/25/2016