Eric C. Larson

Orcid: 0000-0001-6040-868X

Affiliations:
  • Southern Methodist University, Dallas, TX, USA


According to our database1, Eric C. Larson authored at least 86 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Cottention: Linear Transformers With Cosine Attention.
CoRR, 2024

Scaling Continuous Kernels with Sparse Fourier Domain Learning.
CoRR, 2024

Digit Recognition using Multimodal Spiking Neural Networks.
CoRR, 2024

Designing a Photonic Physically Unclonable Function Having Resilience to Machine Learning Attacks.
CoRR, 2024

A Photonic Physically Unclonable Function's Resilience to Multiple-Valued Machine Learning Attacks.
Proceedings of the 54th IEEE International Symposium on Multiple-Valued Logic, 2024

Improving Oral Reading Fluency Assessment Through Sub-Sequence Matching of Acoustic Word Embeddings.
Proceedings of the IEEE International Conference on Acoustics, 2024

Learnable Statistical Moments Pooling for Automatic Modulation Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
An approach for combining multimodal fusion and neural architecture search applied to knowledge tracing.
Appl. Intell., May, 2023

Exploring Convolutional Neural Networks for Predicting Sentinel-C Backscatter Between Image Acquisitions.
IEEE Trans. Geosci. Remote. Sens., 2023

LAST: Latent Space-Assisted Adaptive Sampling for Protein Trajectories.
J. Chem. Inf. Model., 2023

CNN-Assisted Steganography - Integrating Machine Learning with Established Steganographic Techniques.
CoRR, 2023

Automatic Modulation Classification with Deep Neural Networks.
CoRR, 2023

Towards Scalable Vocabulary Acquisition Assessment with BERT.
Proceedings of the Tenth ACM Conference on Learning @ Scale, 2023

Data Leakage in Isolated Virtualized Enterprise Computing Systems.
Proceedings of the 9th International Conference on Information Systems Security and Privacy, 2023

Using Time Series Clustering to Inform Multimodal CNN Architectures.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Impacts of Synthetically Generated Data on Trackformer-based Multi-Object Tracking.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Radiation Anomaly Detection Using an Adversarial Autoencoder.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Smartphone camera oximetry in an induced hypoxemia study.
npj Digit. Medicine, 2022

General Process Detection Through Physical Side Channel Characterization.
Proceedings of the IEEE International Systems Conference, 2022

Side Channel Identification using Granger Time Series Clustering with Applications to Control Systems.
Proceedings of the 8th International Conference on Information Systems Security and Privacy, 2022

Automated Prosody Classification for Oral Reading Fluency with Quadratic Kappa Loss and Attentive X-Vectors.
Proceedings of the IEEE International Conference on Acoustics, 2022

SMU-DDI Cyber Autonomy Range.
Proceedings of the 51st IEEE Applied Imagery Pattern Recognition Workshop, 2022

2021
Deep Learning-Based Ligand Design Using Shared Latent Implicit Fingerprints from Collaborative Filtering.
J. Chem. Inf. Model., 2021

Objective Measures of Cognitive Load Using Deep Multi-Modal Learning: A Use-Case in Aviation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

EduAware: using tablet-based navigation gestures to predict learning module performance.
Interact. Learn. Environ., 2021

Constructing information technology (IT) portfolios to achieve enterprise strategic goals in multi-business unit firms.
Inf. Manag., 2021

Smartphone Camera Oximetry in an Induced Hypoxemia Study.
CoRR, 2021

On the Interpretability of Deep Learning Based Models for Knowledge Tracing.
CoRR, 2021

AirWare: Utilizing Embedded Audio and Infrared Signals for In-Air Hand-Gesture Recognition.
CoRR, 2021

Writers Gonna Wait: The Effectiveness of Notifications to Initiate Aversive Action in Writing Procrastination.
CoRR, 2021

Real-Time Edge Processing Detection of Malicious Attacks Using Machine Learning and Processor Core Events.
Proceedings of the IEEE International Systems Conference, 2021

Parametric Spectral Filters for Fast Converging, Scalable Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Rapid Ransomware Detection through Side Channel Exploitation.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

A Multidisciplinary Approach To Designing Immersive Gameplay Elements for Learning Standard-Based Educational Content.
Proceedings of the CHI PLAY '21: The Annual Symposium on Computer-Human Interaction in Play, 2021

Industrial Control System Anomaly Detection Using Convolutional Neural Network Consensus.
Proceedings of the IEEE Conference on Control Technology and Applications, 2021

SNR-Boosted Automatic Modulation Classification.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Incorporating uncertainties in student response modeling by loss function regularization.
Neurocomputing, 2020

Swapped face detection using deep learning and subjective assessment.
EURASIP J. Inf. Secur., 2020

Automatic RNN Cell Design for Knowledge Tracing using Reinforcement Learning.
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Enhanced Automatic Modulation Classification using Deep Convolutional Latent Space Pooling.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Measuring Oxygen Saturation With Smartphone Cameras Using Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics, 2019

<i>Teaching Case</i>: Strategic Actions in a Platform Context: What Should Facebook Do Next?
J. Inf. Syst. Educ., 2019

Keyboard Snooping from Mobile Phone Arrays with Mixed Convolutional and Recurrent Neural Networks.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Task Value Calculus: Multi-Objective Trade off Analysis Using Multiple-Valued Decision Diagrams.
Proceedings of the 2019 IEEE 49th International Symposium on Multiple-Valued Logic (ISMVL), 2019

Relationships between Deep Learning and Linear Adaptive Systems.
Proceedings of the IEEE International Conference on Acoustics, 2019

Why Deep Knowledge Tracing has less Depth than Anticipated.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

2018
<i>Teaching Case</i>: Congratulations! ...to the World? One Person's Experience with Social Media.
J. Inf. Syst. Educ., 2018

Implicit-descriptor ligand-based virtual screening by means of collaborative filtering.
J. Cheminformatics, 2018

2017
PupilNet, Measuring Task Evoked Pupillary Response using Commodity RGB Tablet Cameras: Comparison to Mobile, Infrared Gaze Trackers for Inferring Cognitive Load.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Pulmonary Monitoring Using Smartphones.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

2016
Locked in by Social Media Features? Translating Clicks and Comments into Value.
Proceedings of the Internetworked World, 2016

Design and learnability of vortex whistles for managing chronic lung function via smartphones.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

SpiroCall: Measuring Lung Function over a Phone Call.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
The FIRST+ Year Information Systems Faculty Experience.
Commun. Assoc. Inf. Syst., 2015

PupilWare: towards pervasive cognitive load measurement using commodity devices.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

DOSE: Detecting user-driven operating states of electronic devices from a single sensing point.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Work-in-Progress, PupilWare-M: Cognitive Load Estimation Using Unmodified Smartphone Cameras.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

2014
The Impact of Business Analytics Strategy on Social, Mobile, and Cloud Computing Adoption.
Proceedings of the International Conference on Information Systems, 2014

Bilicam: using mobile phones to monitor newborn jaundice.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Does Higher CIO Rank Serve as an Organizational Integration Mechanism?
Proceedings of the 20th Americas Conference on Information Systems, 2014

2013
<i>Teaching Tip</i>: Utilizing Classroom Simulation to Convey Key Concepts in IT Portfolio Management.
J. Inf. Syst. Educ., 2013

Good vibrations: an evaluation of vibrotactile impedance matching for low power wearable applications.
Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, 2013

DopLink: using the doppler effect for multi-device interaction.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Tracking lung function on any phone.
Proceedings of the Annual Symposium on Computing for Development, 2013

An Examination of IT Initiative Portfolio Characteristics and Investment Allocation: A Computational Modeling and Simulation Approach.
Proceedings of the 19th Americas Conference on Information Systems, 2013

Using a Mark-to-Market Valuation Technique to Objectively Measure IT Portfolio Value Creation.
Proceedings of the 19th Americas Conference on Information Systems, 2013

2012
Disaggregated water sensing from a single, pressure-based sensor: An extended analysis of HydroSense using staged experiments.
Pervasive Mob. Comput., 2012

Performance-analysis-based acceleration of image quality assessment.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

SpiroSmart: using a microphone to measure lung function on a mobile phone.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Dante vision: In-air and touch gesture sensing for natural surface interaction with combined depth and thermal cameras.
Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

The design and evaluation of prototype eco-feedback displays for fixture-level water usage data.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Disaggregated End-Use Energy Sensing for the Smart Grid.
IEEE Pervasive Comput., 2011

A Longitudinal Study of Pressure Sensing to Infer Real-World Water Usage Events in the Home.
Proceedings of the Pervasive Computing - 9th International Conference, 2011

Accurate and privacy preserving cough sensing using a low-cost microphone.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

HeatWave: thermal imaging for surface user interaction.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

A Broadened Approach to Understanding IT Organizational Structure.
Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011

2010
Most apparent distortion: full-reference image quality assessment and the role of strategy.
J. Electronic Imaging, 2010

Facial Feature Tracking via Evolutionary Multiobjective Optimization.
Int. J. Appl. Evol. Comput., 2010

GasSense: Appliance-Level, Single-Point Sensing of Gas Activity in the Home.
Proceedings of the Pervasive Computing, 8th International Conference, 2010

WATTR: a method for self-powered wireless sensing of water activity in the home.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Increasing Coordination Demands and the Impact on CIO Rank.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2009
HydroSense: infrastructure-mediated single-point sensing of whole-home water activity.
Proceedings of the UbiComp 2009: Ubiquitous Computing, 2009

2008
Can visual fixation patterns improve image fidelity assessment?
Proceedings of the International Conference on Image Processing, 2008

Quantifying the perceived interest of objects in images: effects of size, location, blur, and contrast.
Proceedings of the Human Vision and Electronic Imaging XIII, 2008

Facial feature analysis in dynamic bandwidth environments: A genetic approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A Trend Toward More Centralized Information Technology (IT) Management.
Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007


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