Derek Doran

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Wright State University

Professor of Computer Science and Engineering at Wright State University

Explainable Deep Learning: A Field Guide for the Uninitiated

Deep neural network (DNN) is an indispensable machine learning tool for ...
04/30/2020 ∙ by Ning Xie, et al. ∙ 23 ∙ share

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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...
11/18/2019 ∙ by Mahdieh Zabihimayvan, et al. ∙ 0 ∙ share

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Contextual Grounding of Natural Language Entities in Images

In this paper, we introduce a contextual grounding approach that capture...
11/05/2019 ∙ by Farley Lai, et al. ∙ 0 ∙ share

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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...
03/13/2019 ∙ by Mahdieh Zabihimayvan, et al. ∙ 0 ∙ share

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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...
02/18/2019 ∙ by Mahdieh Zabihimayvan, et al. ∙ 0 ∙ share

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Visual Entailment: A Novel Task for Fine-Grained Image Understanding

Existing visual reasoning datasets such as Visual Question Answering (VQ...
01/20/2019 ∙ by Ning Xie, et al. ∙ 0 ∙ share

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HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition

Strong regulations in the financial industry mean that any decisions bas...
11/26/2018 ∙ by Kyle Brown, et al. ∙ 0 ∙ share

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Visual Entailment Task for Visually-Grounded Language Learning

We introduce a new inference task - Visual Entailment (VE) - which diffe...
11/26/2018 ∙ by Ning Xie, et al. ∙ 0 ∙ share

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Reasoning over RDF Knowledge Bases using Deep Learning

Semantic Web knowledge representation standards, and in particular RDF a...
11/09/2018 ∙ by Monireh Ebrahimi, et al. ∙ 1 ∙ share

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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...
10/23/2018 ∙ by Giuseppe Nebbione, et al. ∙ 0 ∙ share

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Realistic Traffic Generation for Web Robots

Critical to evaluating the capacity, scalability, and availability of we...
12/15/2017 ∙ by Kyle Brown, et al. ∙ 0 ∙ share

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Intrinsic Point of Interest Discovery from Trajectory Data

This paper presents a framework for intrinsic point of interest discover...
12/14/2017 ∙ by Matthew Piekenbrock, et al. ∙ 0 ∙ share

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Relating Input Concepts to Convolutional Neural Network Decisions

Many current methods to interpret convolutional neural networks (CNNs) u...
11/21/2017 ∙ by Ning Xie, et al. ∙ 0 ∙ share

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Explaining Trained Neural Networks with Semantic Web Technologies: First Steps

The ever increasing prevalence of publicly available structured data on ...
10/11/2017 ∙ by Md Kamruzzaman Sarker, et al. ∙ 0 ∙ share

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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...
10/02/2017 ∙ by Derek Doran, et al. ∙ 0 ∙ share

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A Semantics-Based Measure of Emoji Similarity

Emoji have grown to become one of the most important forms of communicat...
07/14/2017 ∙ by Sanjaya Wijeratne, et al. ∙ 0 ∙ share

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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...
07/14/2017 ∙ by Sanjaya Wijeratne, et al. ∙ 0 ∙ share

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Finding Street Gang Members on Twitter

Most street gang members use Twitter to intimidate others, to present ou...
10/29/2016 ∙ by Lakshika Balasuriya, et al. ∙ 0 ∙ share

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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...
10/27/2016 ∙ by Sanjaya Wijeratne, et al. ∙ 0 ∙ share

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EmojiNet: Building a Machine Readable Sense Inventory for Emoji

Emoji are a contemporary and extremely popular way to enhance electronic...
10/25/2016 ∙ by Sanjaya Wijeratne, et al. ∙ 0 ∙ share

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Derek Doran

Featured Co-authors

Amit Sheth

Pascal Hitzler

Marcel van Gerven

Asim Kadav

Federico Bianchi

Md Kamruzzaman Sarker

Ning Xie

Kyle Brown

Tarek R. Besold

Sanjaya Wijeratne

Monireh Ebrahimi

Explainable Deep Learning: A Field Guide for the Uninitiated

A First Look at References from the Dark to Surface Web World

Contextual Grounding of Natural Language Entities in Images

Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection

A Broad Evaluation of the Tor English Content Ecosystem

Visual Entailment: A Novel Task for Fine-Grained Image Understanding

HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition

Visual Entailment Task for Visually-Grounded Language Learning

Reasoning over RDF Knowledge Bases using Deep Learning

Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting

Realistic Traffic Generation for Web Robots

Intrinsic Point of Interest Discovery from Trajectory Data

Relating Input Concepts to Convolutional Neural Network Decisions

Explaining Trained Neural Networks with Semantic Web Technologies: First Steps

What Does Explainable AI Really Mean? A New Conceptualization of Perspectives

A Semantics-Based Measure of Emoji Similarity

EmojiNet: An Open Service and API for Emoji Sense Discovery

Finding Street Gang Members on Twitter

Word Embeddings to Enhance Twitter Gang Member Profile Identification

EmojiNet: Building a Machine Readable Sense Inventory for Emoji