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.
Submissions from 2021
Transdisciplinary AI observatory—retrospective analyses and future-oriented contradistinctions, Nadisha Marie Aliman, Leon Kester, and Roman Yampolskiy
Impossibility Results in AI: A Survey, Mario Brcic and Roman Yampolskiy
Death in Genetic Algorithms, Micah Burkhardt and Roman Yampolskiy
Designing AI for Explainability and Verifiability: A Value Sensitive Design Approach to Avoid Artificial Stupidity in Autonomous Vehicles, Steven Umbrello and Roman V. Yampolskiy
Understanding and avoiding AI failures: A practical guide, Robert Williams and Roman Yampolskiy
Submissions from 2020
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
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
Artificial Stupidity: Data We Need to Make Machines Our Equals, Michaël Trazzi and Roman V. Yampolskiy
Submissions from 2019
Mining semantic knowledge graphs to add explainability to black box recommender systems, Mohammed Alshammari, Olfa Nasraoui, and Scott Sanders
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
Emergence of addictive behaviors in reinforcement learning agents, Vahid Behzadan, Roman Yampolskiy, and Arslan Munir
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System, Khalil Damak and Olfa Nasraoui
An Explainable Autoencoder For Collaborative Filtering Recommendation, Pegah Sagheb Haghighi, Olurotimi Seton, and Olfa Nasraoui
Quantum metalanguage and the new cognitive synthesis, Alexey V. Melkikh, Andrei Khrennikov, and Roman V. Yampolskiy
Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering, Wenlong Sun, Sami Khenissi, Olfa Nasraoui, and Patrick Shafto
Personal Universes: A Solution to the Multi-Agent Value Alignment Problem, Roman V. Yampolskiy
Towards AI welfare science and policies, Soenke Ziesche and Roman Yampolskiy
Submissions from 2018
A psychopathological approach to safety engineering in AI and AGI, Vahid Behzadan, Arslan Munir, and Roman V. Yampolskiy
Performance, workload, and usability in a multiscreen, multi-device, information-rich environment, Jason J. Saleem and Dustin T. Weiler
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
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
The singularity may be near, Roman V. Yampolskiy
Why We Do Not Evolve Software? Analysis of Evolutionary Algorithms, Roman V. Yampolskiy
Submissions from 2017
What are the ultimate limits to computational techniques: Verifier theory and unverifiability, Roman V. Yampolskiy
Submissions from 2016
The AGI containment problem, James Babcock, Jànos Kramàr, and Roman Yampolskiy
On the origin of synthetic life: Attribution of output to a particular algorithm, Roman V. Yampolskiy
Taxonomy of pathways to dangerous artificial intelligence, Roman V. Yampolskiy
Submissions from 2015
Engineering Faculty Perspectives on the Nature of Quality Teaching, Jacqueline C. McNeil and Matthew W. Ohland
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
Corrigendum: Responses to catastrophic AGI risk: A survey (2015 Phys. Scr. 90 018001), Kaj Sotala and Roman V. Yampolskiy
Submissions from 2014
Responses to catastrophic AGI risk: A survey, Kaj Sotala and Roman V. Yampolskiy
Password protected visual cryptography via cellular automaton rule 30, Roman V. Yampolskiy, Jovan D. Rebolledo-Mendez, and Musa M. Hindi
Submissions from 2013
Efficiency Theory: a Unifying Theory for Information, Computation and Intelligence, Roman V. Yampolskiy
Turing test as a defining feature of AI-completeness, Roman V. Yampolskiy
Submissions from 2012
Learning visual features for the avatar Captcha recognition challenge, Mohammed Korayem, Abdallah A. Mohamed, David Crandall, and Roman Yampolskiy
Development of embedded CAPTCHA elements for bot prevention in Fischer random chess, Ryan McDaniel and Roman V. Yampolskiy
Submissions from 2011
Construction of an NP Problem with an exponential lower bound, Roman V. Yampolskiy
Submissions from 2009
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
Embedded noninteractive continuous bot detection, Roman V. Yampolskiy and Venu Govindaraju
