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