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

Follow


Submissions from 2021

PDF

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

PDF

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

PDF

Death in Genetic Algorithms, Micah Burkhardt and Roman Yampolskiy

PDF

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

PDF

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

Submissions from 2020

PDF

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

PDF

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

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

PDF

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

Submissions from 2019

PDF

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

PDF

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

PDF

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

PDF

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

PDF

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

PDF

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

PDF

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

PDF

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

PDF

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

Submissions from 2018

PDF

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

PDF

Performance, workload, and usability in a multiscreen, multi-device, information-rich environment, Jason J. Saleem and Dustin T. Weiler

PDF

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

PDF

Ambulatory Clinic Exam Room Design with respect to Computing Devices: A Laboratory Simulation Study, Dustin T. Weiler, Tyler Satterly, Shakaib U. Rehman, Maury A. Nussbaum, Neale R. Chumbler, Gary M. Fischer, and Jason J. Saleem

PDF

The singularity may be near, Roman V. Yampolskiy

PDF

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

Submissions from 2017

PDF

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

Submissions from 2016

PDF

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

PDF

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

PDF

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

Submissions from 2015

PDF

Engineering Faculty Perspectives on the Nature of Quality Teaching, Jacqueline C. McNeil and Matthew W. Ohland

PDF

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

PDF

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

Submissions from 2014

PDF

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

PDF

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

Submissions from 2013

PDF

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

PDF

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

Submissions from 2012

PDF

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

PDF

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

Submissions from 2011

PDF

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

Submissions from 2009

PDF

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

PDF

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