Project Publications

Cheng H, Leamons R, Shami AA (2023) Modified Topological Image Preprocessing for Skin Lesion Classifications

Iyer A, Kemp A, Rahmatallah Y, Pillai L, Glover A, Prior F, Larson-Prior L, Virmani T (2023) A Machine Learning Method to Process Voice Samples for Identification of Parkinson’s Disease. In Review

Dunlap C, Pandey H, Weems E, Hu H (2023) Nonintrusive heat flux quantification using acoustic emissions during pool boiling. Applied Thermal Engineering 228:120558. https://doi.org/10.1016/j.applthermaleng.2023.120558

Celebi ME, Pérez-Delgado M-L (2023) cq100: a high-quality image dataset for color quantization research. JEI 32:033019. https://doi.org/10.1117/1.JEI.32.3.033019

Le D, Truong S, Brijesh P, Adjeroh DA, Le N (2023) sCL-ST: Supervised Contrastive Learning With Semantic Transformations for Multiple Lead ECG Arrhythmia Classification. IEEE J Biomed Health Inform 27:2818–2828. https://doi.org/10.1109/JBHI.2023.3246241

Noor NB, Yousefi N, Spann B, Agarwal N (2023) Comparing Toxicity Across Social Media Platforms for COVID-19 Discourse

Banjo D, Trimmingham C, Yousefi N, Agarwal N (2023) Multimodal Characterization of Emotion within Multimedia Space

Onyepunuka U, Marcoux T, Shaik M, Gurung M, Agarwal N (2023) A Multidimensional Analysis of YouTube Communities in the Indo-Pacific Region

Heo S, Shin M-S, Lee MO, Kim S, Kim SH, Randolph J, Jun S-R, An M, Ounpraseuth S, Kim J (2023) Factors Related to Patients’ Self-care and Self-care Confidence in Korean Patients With Heart Failure and Their Caregivers: A Cross-sectional, Correlational Study. J Cardiovasc Nurs 38:140–149. https://doi.org/10.1097/JCN.0000000000000922

Trimmingham C, Dayo Banjo S, Agarwal N (2023) Leveraging Topic Modeling and Toxicity Analysis to Understand China-Uyghur Conflicts. pp 1–6

Tran M, Vo K, Yamazaki K, Fernandes A, Kidd M, Le N (2023) AISFormer: Amodal Instance Segmentation with Transformer

Wong L, Randolph C, Kanwischer E, Ingold A, Boyanton BL, Taylor J, Frenner RA, Harley SE, Bird JT, Thurman TJ, Kandel S, Ussery DW, Byrum SD, Dinwiddie D, Domman D, Chalwadi UK, Kennedy J (2023) Severe Acute Respiratory Syndrome Coronavirus-2 Lambda Variant Collected from a Child from Arkansas and Sequenced. Microbiology Resource Announcements 12:e00007-23. https://doi.org/10.1128/mra.00007-23

Hu H, Heo C (2023) Integration of Data Science Into Thermal-Fluids Engineering Education. American Society of Mechanical Engineers Digital Collection

Carey AN, Wu X (2023) The statistical fairness field guide: perspectives from social and formal sciences. AI Ethics 3:1–23. https://doi.org/10.1007/s43681-022-00183-3

Maleki M, Mead E, Arani M, Agarwal N (2023) Measuring the Interference Effect of Bots in Disseminating Opposing Viewpoints Related to COVID-19 on Twitter Using Epidemiological Modeling

Vo K, Truong S, Yamazaki K, Raj B, Tran M-T, Le N (2023) AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation. Int J Comput Vis 131:302–323. https://doi.org/10.1007/s11263-022-01702-9

Nguyen T-P, Pham T-T, Nguyen T, Le H, Nguyen D, Lam H, Nguyen P, Fowler J, Tran M-T, Le N (2023) EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. In: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). pp 1980–1989

Celebi ME, Barata C, Halpern A, Tschandl P, Combalia M, Liu Y (2023) Guest Editorial Skin Image Analysis in the Age of Deep Learning. IEEE Journal of Biomedical and Health Informatics 27:143–144. https://doi.org/10.1109/JBHI.2022.3227125

Al-khateeb S, Agarwal N (2023) Studying Simulated Mobs Using Monte Carlo Method and the Theory of Collective Action. In: Agarwal N, Kleiner GB, Sakalauskas L (eds) Modeling and Simulation of Social-Behavioral Phenomena in Creative Societies. Springer Nature Switzerland, Cham, pp 3–13

Moody A, Spurling M, Hu C (2023) The Removal of Irrelevant Human Factors in a Multi-Review Corpus through Text Filtering. In: Human Factors in Software and Systems Engineering. AHFE Open Acces

Hu C, Spurling M (2023) Dynamically monitoring crowd-worker’s reliability with interval-valued labels. In: Artificial Intelligence and Social Computing. AHFE Open Acces

Leamons R, Cheng H, Al Shami A (2023) Vision Transformers for Medical Images Classifications. In: Arai K (ed) Intelligent Systems and Applications. Springer International Publishing, Cham, pp 319–325

Talburt JR, Ehrlinger L, Magruder J (2023) Editorial: Automated data curation and data governance automation. Frontiers in Big Data 6:

Akinyemi O (2023) V3 Onion Service Vulnerability on Website Fingerprinting. M.S., Arkansas State University

Wu N, Tamilselvan R, Tayyab T (2022) A Study on Personal Identifiable Information Exposure on the Internet. IEEE Computer Society, pp 813–818

Cheng H (2022) An Unsupervised Object Localization Based on Topological Data Analysis. IEEE Computer Society, pp 1555–1557

Nkhata G (2022) Movie Reviews Sentiment Analysis Using BERT. Graduate Theses and Dissertations

Guo X, Anjum U, Zhan J (2022) Cyberbully Detection Using BERT with Augmented Texts. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1246–1253

Komanduri A, Wu Y, Huang W, Chen F, Wu X (2022) SCM-VAE: Learning Identifiable Causal Representations via Structural Knowledge. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1014–1023

Carey AN, Du W, Wu X (2022) Robust Personalized Federated Learning under Demographic Fairness Heterogeneity. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1425–1434

Du W, Wu X, Tong H (2022) Fair Regression under Sample Selection Bias. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1435–1444

M.S. V, Yuan S, Wu X (2022) Fraud Detection via Contrastive Positive Unlabeled Learning. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1475–1484

Bhaila K, Wu Y, Wu X (2022) Fair Collective Classification in Networked Data. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1415–1424

Van M-H, Du W, Wu X, Chen F, Lu A (2022) Defending Evasion Attacks via Adversarially Adaptive Training. In: 2022 IEEE International Conference on Big Data (Big Data). pp 1515–1524

Brown LC, Li Q (2022) Privacy-Preserving and Secure Divide-and-Conquer Learning. In: 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC). pp 510–515

Abernathy A, Celebi ME (2022) The incremental online k-means clustering algorithm and its application to color quantization. Expert Systems with Applications 207:117927. https://doi.org/10.1016/j.eswa.2022.117927

Akinnubi A, Agarwal N, Sunmola A, Okeke V (2022) Visualization of Influential Blog Networks Using BlogTracker. In: 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). pp 566–569

Tiwari K, Yuan S, Zhang L (2022) Robust Hate Speech Detection via Mitigating Spurious Correlations. In: Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). Association for Computational Linguistics, Online only, pp 51–56

Azucena J, Wang H, Jin Y, Liao H (2022) Modeling and analysis of two Normal populations based on an unlabeled paired sample. Communications in Statistics - Simulation and Computation 0:1–19. https://doi.org/10.1080/03610918.2022.2134895

Dunlap C, Featherstone S, Smith M, Vu M, Williams A, Bailey J, Hu H (2022) Design and fabrication of a low-cost and programmable dip coating machine. HardwareX 12:e00364. https://doi.org/10.1016/j.ohx.2022.e00364

Nguyen P, Truong T-D, Huang M, Liang Y, Le N, Luu K (2022) Self-Supervised Domain Adaptation in Crowd Counting. In: 2022 IEEE International Conference on Image Processing (ICIP). pp 2786–2790

Yamazaki K, Truong S, Vo K, Kidd M, Rainwater C, Luu K, Le N (2022) VLCAP: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning. In: 2022 IEEE International Conference on Image Processing (ICIP). pp 3656–3661

Pandey H, Waldo W, Hu H (2022) Non-Intrusive Cooling System Fault Detection and Diagnostics Using Acoustic Emission. American Society of Mechanical Engineers Digital Collection

Dunlap C, Pandey H, Hu H (2022) Supervised and Unsupervised Learning Models for Detection of Critical Heat Flux During Pool Boiling. American Society of Mechanical Engineers Digital Collection

Phan T, Le D, Brijesh P, Adjeroh D, Wu J, Jensen MO, Le N (2022) Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning. In: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). pp 01–04

Moon SH, Udaondo Z, Jun S-R, Huang E (2022) Cefiderocol heteroresistance in Klebsiella pneumoniae is linked to mutations in the siderophore receptor cirA and β-lactamase activities. Int J Antimicrob Agents 60:106635. https://doi.org/10.1016/j.ijantimicag.2022.106635

Udaondo Z, Abram KZ, Gulley T, Garner K, Shray J, Whisnant M, Harris-Spotts A, Crawford M, Kothari A, Wongsurawat T, Moon S-H, Huang E, Jun S-R (2022) Complete Genome Sequence of a Non-Carbapenemase-Producing Carbapenem-Resistant Providencia rettgeri Strain Isolated from a Clinical Urine Sample in Arkansas. Microbiol Resour Announc 11:e00474-22. https://doi.org/10.1128/mra.00474-22

Spann B, Agarwal N (2022) A Computational Framework for Analyzing Social Behavior in Online Connective Action: A COVID-19 Lockdown Protest Case Study. AMCIS 2022 Proceedings

Alassad M, Agarwal N (2022) Contextualizing focal structure analysis in social networks. Soc Netw Anal Min 12:103. https://doi.org/10.1007/s13278-022-00938-0

Quach KG, Le N, Duong CN, Jalata I, Roy K, Luu K (2022) Non-volume preserving-based fusion to group-level emotion recognition on crowd videos. Pattern Recognition 128:108646. https://doi.org/10.1016/j.patcog.2022.108646