This collection includes faculty and staff scholarship from the Department of Computer Engineering and Computer Science, in the Speed School of Engineering. For more information about what types of scholarship may be included, please see our Collection Policy.

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Submissions from 2021

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Transdisciplinary AI observatory—retrospective analyses and future-oriented contradistinctions, Nadisha Marie Aliman, Leon Kester, and Roman Yampolskiy

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Impossibility Results in AI: A Survey, Mario Brcic and Roman Yampolskiy

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Death in Genetic Algorithms, Micah Burkhardt and Roman Yampolskiy

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Designing AI for Explainability and Verifiability: A Value Sensitive Design Approach to Avoid Artificial Stupidity in Autonomous Vehicles, Steven Umbrello and Roman V. Yampolskiy

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Understanding and avoiding AI failures: A practical guide, Robert Williams and Roman Yampolskiy

Submissions from 2020

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The sounds of science - A symphony for many instruments and voices, Gerianne Alexander, Roland E. Allen, Anthony Atala, Warwick P. Bowen, Alan A. Coley, John B. Goodenough, Mikhail I. Katsnelson, Eugene V. Koonin, Mario Krenn, Lars S. Madsen, Martin Månsson, Nicolas P. Mauranyapin, Art I. Melvin, Ernst Rasel, Linda E. Reichl, Roman Yampolskiy, Philip B. Yasskin, Anton Zeilinger, and Suzy Lidström

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Modeling and Counteracting Exposure Bias in Recommender Systems, Sami Khenissi and Olfa Nasraoui

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Chess as a testing grounds for the oracle approach to AI safety, James D. Miller, Roman Yampolskiy, Olle Häggström, and Stuart Armstrong

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Artificial Stupidity: Data We Need to Make Machines Our Equals, Michaël Trazzi and Roman V. Yampolskiy

Submissions from 2019

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Mining semantic knowledge graphs to add explainability to black box recommender systems, Mohammed Alshammari, Olfa Nasraoui, and Scott Sanders

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Long-term trajectories of human civilization, Seth D. Baum, Stuart Armstrong, Timoteus Ekenstedt, Olle Häggström, Robin Hanson, Karin Kuhlemann, Matthijs M. Maas, James D. Miller, Markus Salmela, Anders Sandberg, Kaj Sotala, Phil Torres, Alexey Turchin, and Roman V. Yampolskiy

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Emergence of addictive behaviors in reinforcement learning agents, Vahid Behzadan, Roman Yampolskiy, and Arslan Munir

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SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System, Khalil Damak and Olfa Nasraoui

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An Explainable Autoencoder For Collaborative Filtering Recommendation, Pegah Sagheb Haghighi, Olurotimi Seton, and Olfa Nasraoui

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Quantum metalanguage and the new cognitive synthesis, Alexey V. Melkikh, Andrei Khrennikov, and Roman V. Yampolskiy

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Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering, Wenlong Sun, Sami Khenissi, Olfa Nasraoui, and Patrick Shafto

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Personal Universes: A Solution to the Multi-Agent Value Alignment Problem, Roman V. Yampolskiy

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Towards AI welfare science and policies, Soenke Ziesche and Roman Yampolskiy

Submissions from 2018

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A psychopathological approach to safety engineering in AI and AGI, Vahid Behzadan, Arslan Munir, and Roman V. Yampolskiy

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Wisdom of artificial crowds feature selection in untargeted metabolomics: An application to the development of a blood-based diagnostic test for thrombotic myocardial infarction, Patrick J. Trainor, Roman V. Yampolskiy, and Andrew P. DeFilippis

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The singularity may be near, Roman V. Yampolskiy

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Why We Do Not Evolve Software? Analysis of Evolutionary Algorithms, Roman V. Yampolskiy

Submissions from 2017

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What are the ultimate limits to computational techniques: Verifier theory and unverifiability, Roman V. Yampolskiy

Submissions from 2016

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The AGI containment problem, James Babcock, Jànos Kramàr, and Roman Yampolskiy

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On the origin of synthetic life: Attribution of output to a particular algorithm, Roman V. Yampolskiy

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Taxonomy of pathways to dangerous artificial intelligence, Roman V. Yampolskiy

Submissions from 2015

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A study on the limitations of evolutionary computation and other bio-inspired approaches for integer factorization, Mohit Mishra, Vaibhav Gupta, Utkarsh Chaturvedi, K. K. Shukla, and Roman Yampolskiy

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Corrigendum: Responses to catastrophic AGI risk: A survey (2015 Phys. Scr. 90 018001), Kaj Sotala and Roman V. Yampolskiy

Submissions from 2014

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Responses to catastrophic AGI risk: A survey, Kaj Sotala and Roman V. Yampolskiy

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Password protected visual cryptography via cellular automaton rule 30, Roman V. Yampolskiy, Jovan D. Rebolledo-Mendez, and Musa M. Hindi

Submissions from 2013

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Efficiency Theory: a Unifying Theory for Information, Computation and Intelligence, Roman V. Yampolskiy

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Turing test as a defining feature of AI-completeness, Roman V. Yampolskiy

Submissions from 2012

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Learning visual features for the avatar Captcha recognition challenge, Mohammed Korayem, Abdallah A. Mohamed, David Crandall, and Roman Yampolskiy

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Development of embedded CAPTCHA elements for bot prevention in Fischer random chess, Ryan McDaniel and Roman V. Yampolskiy

Submissions from 2011

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Construction of an NP Problem with an exponential lower bound, Roman V. Yampolskiy

Submissions from 2009

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Assessing the legal risks in network forensic probing, Michael Losavio, Olfa Nasraoui, Vincent Thacker, Jeff Marean, Nick Miles, Roman Yampolskiy, and Ibrahim Imam

Submissions from 2008

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Embedded noninteractive continuous bot detection, Roman V. Yampolskiy and Venu Govindaraju