Machine learning

Academic Publications

HyperMODE: A Continuous-Depth Spectral–Spatial Modeling Framework With Mamba and Neural Ordinary Differential Equations for Hyperspectral Image Classification

Jialin Tang; Yunduan Lou; Yanhui Guo; Yu Bai

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, journal article Cited by 1

Image processing Machine learning Neural networks (Computer science) Remote sensing

Machine Learning Identifies Community-Level Factors Associated with Lung Cancer Incidence

Gianni Pucillo; Allison C. Jue; Chandler G. Law; Sandip Pravin. Patel; Uduak Z. George

Cancer Epidemiology, Biomarkers & Prevention, 2026, journal article

Epidemiology Machine learning Public health

Tensortrim: dynamic tensor-train decomposition for efficient neural network compression

Shiyi Luo; Mingshuo Liu; et al.

International Journal of Machine Learning and Cybernetics, 2026, journal article

Artificial intelligence Deep learning (Machine learning) Machine learning

LID-Drug: A Localized Interactive Domain-Aggregated (LID) Framework for Protein Drug Editing

Mingshuo Liu; Yunduan Lou; Shiyi Luo; Yifeng Yu; Shangping Ren; Yu Bai

Pricai 2025: Trends in Artificial Intelligence, Pricai 2025, Pt Iii, 2026, journal article

Bioinformatics Computational biology Machine learning Molecular biology

Artificial intelligence-based speech error detection to differentiate primary progressive aphasia variants

Jet M J Vonk; Jiachen Lian; G Lynn Kurteff; Cheol J Cho; Giada Antonicelli; Zoe Ezzes; et al.

Brain Communications, 2026, journal article Cited by 2

Aphasia Artificial intelligence Machine learning Natural language processing

Differentiating non-fluent and logopenic primary progressive aphasia via automated acoustic speech analysis

Giada Antonicelli; Brittany T. Morin; Rian Bogley; Ryan Newbury; Zoe Ezzes; et al.

Cortex, 2026, journal article

Cognitive neuroscience Machine learning Neurolinguistics Speech disorders

Tactile Augmentation of Material Classification via Imperceptible On‐Skin Triboelectricity Collection

Junting Huang; Stanley Gong Sheng Ka; Haydn Cheong; Yaru Zhang; et al.

Advanced Science, 2025, journal article Cited by 2

Artificial intelligence Human-computer interaction Machine learning Wearable technology

OASIS: Optimized Adaptive System for Intelligent SLAM

Alles Rebel; Nikil Dutt; Bryan Donyanavard

Acm Transactions on Embedded Computing Systems, 2025, journal article Cited by 1

Artificial intelligence Machine learning OASIS (Project) Robotics

FAIL: Fully Aware I’m Learning

Claire Pinson

Academic Psychiatry, 2025, journal article

Artificial intelligence Awareness Education Machine learning

Towards Accurate Phonetic Error Detection Through Phoneme Similarity Modeling

Zhou, Xuanru; Lian, Jiachen; Cho, Cheol Jun; Prabhune, Tejas; Li, Shuhe; Li, William; Ortiz, Rodrigo; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 3

Automatic speech recognition Machine learning Natural language processing Phonetics

Towards Accurate Phonetic Error Detection Through Phoneme Similarity Modeling

Zhou, Xuanru; Lian, Jiachen; Cho, Cheol Jun; Prabhune, Tejas; Li, Shuhe; Li, William; Ortiz, Rodrigo; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2025, journal article Cited by 3

Artificial intelligence Automatic speech recognition Machine learning Natural language processing

Dysfluent WFST: A Framework for Zero-Shot Speech Dysfluency Transcription and Detection

Guo, Chenxu; Lian, Jiachen; Zhou, Xuanru; Zhang, Jinming; Li, Shuhe; Ye, Zongli; Park, Hwi Joo; Das, Anaisha; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 5

Automatic speech recognition Machine learning Natural language processing (Computer science) Speech perception

LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness

Ye, Zongli; Lian, Jiachen; Gupta, Akshaj; Zhou, Xuanru; Li, Haodong; Patel, Krish; Park, Hwi Joo; Zhou, Dingkun; Guo, Chenxu; Li, Shuhe; Wang, Sam; Zhou, Iris; Cho, Cheol Jun; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 1

Automatic speech recognition Deep learning (Machine learning) Machine learning Natural language processing

Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection

Zhang, Jinming; Zhou, Xuanru; Lian, Jiachen; Li, Shuhe; Li, William; Zoe Ezzes; et al.

Arxiv, 2025, journal article Cited by 3

Artificial intelligence Machine learning Natural language processing Speech disorders

Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection

Zhang, Jinming; Zhou, Xuanru; Lian, Jiachen; Li, Shuhe; Li, William; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2025, journal article Cited by 3

Artificial intelligence Machine learning Natural language processing Speech disorders

Using Machine Learning to Determine a Functional Classifier of Retaliation and Its Association With Aggression

Robert James Richard Blair; Johannah Bashford-Largo; Ahria Dominguez; et al.

Jaacap Open, 2025, journal article Cited by 2

Computer science Machine learning Natural language processing Psychology

Machine learning-enabled multiscale modeling of mechanical deformation of aluminum and Al-SiC nanocomposites

Md Shahrier Hasan; Hadia Bayat; Wibe de Jong; Wenwu Xu

Materials & Design, 2025, journal article Cited by 5

Aluminum Machine learning Multiscale modeling Nanocomposites (Materials)

Autonomous Search of Real-Life Environments Combining Dynamical System-Based Path Planning and Unsupervised Learning

Uyiosa Philip Amadasun; Patrick Mcnamee; Zahra Nili Ahmadabadi [Faculty]; Peiman Naseradinmousavi

IEEE Access, 2025, journal article

IEEE Access (2025)

SJR: 0.8840
H-index: 338
Publisher: Institute of Electrical and Electronics Engineers Inc.
ISSN: 21693536
Coverage: 2013-2026

Journal quartile details
Discipline	Overall Quartile
Not reported	Q1

A discipline-specific ranking was unavailable; the title-level overall quartile is shown.

Cited by 2

Artificial intelligence Autonomous robots Machine learning Robotics

MemScape: Sculpting Tiered Memory Management for Autonomous Vehicles

Dongjoo Seo; Ping-Xiang Chen; Changhoon Sung; Quang Anh Hoang; Adam Manzanares; Nikil Dutt

Acm Transactions on Embedded Computing Systems, 2024, journal article Cited by 1

Artificial intelligence Automated vehicles Machine learning Memory management (Computer science)

Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

Maximo R Prescott; Samantha Yeager; Lillian Ham; Carlos D Rivera Saldana; Vanessa Serrano; Joey Narez; Dafna Paltin; et al.

Jmir Ai, 2024, journal article Cited by 111

Artificial intelligence Machine learning Natural language processing Research methods

AutoPhy: Automated phylogenetic identification of novel protein subfamilies

Adrian Ortiz-Velez; Shailender Kumar Verma; Jeet Sukumaran; Ryin Rouzbehani; Scott T. Kelley

PLOS One, 2024, journal article Cited by 5

Bioinformatics Machine learning Phylogeny Proteins

Inattentive Driver Identification Smart System (IDISS)

Sushma Vispute; K. Rajeswari; Reena Kharat; Deepali Javriya; Aditi Naiknaware; et al.

Lecture Notes in Networks and Systems, 2024, book chapter Cited by 1

Computer vision Intelligent transportation systems Machine learning Traffic safety

Binarized $l_{1}$-Regularization Parameters Enhanced Stripe-Wise Optimization Algorithm for Efficient Neural Network Optimization

Xiaotian Ma; Pu Sun; Shiyi Luo; Qidi Peng; Ronald F. DeMara; Yu Bai

IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2024, journal article Cited by 3

Computer science Deep learning (Machine learning) Machine learning Neural networks (Computer science)

BUDGET-AWARE AUTOMATIC FRAMEWORK FOR EFFICIENT MODEL COMPRESSION USING LAYER-WISE IMPRINTING QUANTITATION

Shiyi Luo

Zenodo, 2024, journal article

Artificial intelligence Machine learning Natural language processing Neural networks (Computer science)

Machine Learning Differentiates Extracorporeal Membrane Oxygenation Mortality Risk Profiles Among Trauma Patients

Bryan R. Campbell; Alexandra S. Rooney; Andrea Krzyzaniak; et al.

The American Surgeon™, 2024, journal article Cited by 2

Critical care medicine Extracorporeal membrane oxygenation Intensive care units Machine learning

YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection

Zhou, Xuanru; Kashyap, Anshul; Li, Steve; Sharma, Ayati; Morin, Brittany; Baquirin, David; Vonk, Jet; Zoe Ezzes; et al.

Arxiv, 2024, journal article

Automatic speech recognition Machine learning Natural language processing Stuttering

YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection

Zhou, Xuanru; Kashyap, Anshul; Li, Steve; Sharma, Ayati; Morino, Brittany; Baquirin, David; Vonk, Jet; Zoe Ezzes; et al.

Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech, 2024, journal article Cited by 9

Machine learning Natural language processing Speech disorders Stuttering

SSDM: Scalable Speech Dysfluency Modeling

Lian, Jiachen; Zhou, Xuanru; Zoe Ezzes; et al.

Advances in Neural Information Processing Systems (Neurips Proceedings), 2024, journal article Cited by 4

Artificial intelligence Machine learning Natural language processing Speech disorders

SSDM: Scalable Speech Dysfluency Modeling

Lian, Jiachen; Zhou, Xuanru; Zoe Ezzes; et al.

Arxiv, 2024, journal article Cited by 4

Machine learning Natural language processing Speech disorders Stuttering

Using machine learning to determine a functional classifier of reward responsiveness and its association with adolescent psychiatric symptomatology

Robert James Richard Blair; Johannah Bashford-Largo; Ahria Dominguez; Matthew Dobbertin; Karina S. Blair; Sahil Bajaj

Psychological Medicine, 2024, journal article Cited by 2

Adolescent psychiatry Machine learning Mental health Neurology

Feature Aggregation in Joint Sound Classification and Localization Neural Networks

Brendan Healy; Patrick Mcnamee; Zahra Nili Ahmadabadi [Faculty]

IEEE Access, 2024, journal article

IEEE Access (2024)

SJR: 0.8840
H-index: 338
Publisher: Institute of Electrical and Electronics Engineers Inc.
ISSN: 21693536
Coverage: 2013-2026

Journal quartile details
Discipline	Overall Quartile
Not reported	Q1

A discipline-specific ranking was unavailable; the title-level overall quartile is shown.

Cited by 6

Acoustic localization Machine learning Neural networks (Computer science) Sound

Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses (Preprint)

Maximo R Prescott; Samantha Yeager; Lillian Ham; Carlos D Rivera Saldana; Vanessa Serrano; Joey Narez; Dafna Paltin; et al.

2023, preprint Cited by 111

Artificial intelligence Machine learning Natural language processing Qualitative research

Machine learning based identification of structural brain alterations underlying suicide risk in adolescents

Sahil Bajaj; Karina S. Blair; Matthew Dobbertin; Kaustubh R. Patil; Patrick M. Tyler; Jay L. Ringle; Johannah Bashford-Largo; Avantika Mathur; Jaimie Elowsky; Ahria Dominguez; et al.

Discover Mental Health, 2023, journal article Cited by 13

Adolescent psychology Machine learning Natural language processing Suicidal behavior

Probing anharmonic phonons in WS2 van der Waals crystal by Raman spectroscopy and machine learning

Chisom Okeke; Okeke, C.; Isaac Juma; Juma, I.; Antonio Cobarrubia; Nicholas Schottle; Schottle, N.; Hisham Maddah; Maddah, H.; Mansour Mortazavi; Mortazavi, M.; Sanjay Behura [Faculty]

Iscience, 2023, journal article

iScience (2023)