Applications of Machine Learning Methods to Quantifying Phenotypic Traits that Distinguish the Wild Type from the Mutant Arabidopsis Thaliana Seedlings during Root Gravitropism. - Hesam T. Dashti; Jernej Tonejc; Adel Ardalan; Alireza F. Siahpirani; Sabrina Guettes; Zohreh Sharif; Liya Wang; Amir H. Assadi (BIOCOMP, 2010)

Pattern Recognition in Collective Cognitive Systems: Hybrid Human-Machine Learning (HHML) By Heterogeneous Ensembles. - Hesam T. Dashti; Adel Ardalan; Alireza F. Siahpirani; Jernej Tonejc; Ioan Vlad Uilecan; Tiago Simas; Bruno Miranda; Rita Almeida Ribeiro; Liya Wang; Amir H. Assadi (IC-AI, 2010)

Prediction of Protein Secondary Structure Based on NMR Chemical Shift Data Using Support Vector Machines. - Ahmad Sabouri; Adel Ardalan; Reza Shahidi-Nejad (UKSim, 2010)

Design and Applications of Intelligent Systems in Identifying Future Occurrence of Tuberculosis Infection in Population at Risk. - Adel Ardalan; Ebru Selin Selen; Hesam T. Dashti; Adel Talaat; Amir H. Assadi (DoCEIS, 2011)

Mathematical Analysis and Computational Integration of Massive Heterogeneous Data from the Human Retina. - Arash Sangari; Adel Ardalan; Larry Lambe; Hamid Eghbalnia; Amir H. Assadi (DoCEIS, 2012)

Social Media Analytics: The Kosmix Story. - Xiaoyong Chai; Omkar Deshpande; Nikesh Garera; Rohit Kumar 006; Wang Lam; Digvijay S. Lamba; Lu Liu; Mitul Tiwari; Michel Tourn; Zoheb Vacheri; STS Prasad; Sri Subramaniam; et al. (IEEE Data Eng. Bull., 2013)

Magellan: Toward Building Entity Matching Management Systems. - Pradap Konda; Sanjib Das; Paul Suganthan G. C.; AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Han Li; Fatemah Panahi; Haojun Zhang; Jeffrey F. Naughton; Shishir Prasad; Ganesh Krishnan; et al. (Proc. VLDB Endow., 2016)

Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks. - Pradap Konda; Sanjib Das; Paul Suganthan G. C.; AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Han Li; Fatemah Panahi; Haojun Zhang; Jeffrey F. Naughton; Shishir Prasad; Ganesh Krishnan; et al. (Proc. VLDB Endow., 2016)

Human-in-the-Loop Challenges for Entity Matching: A Midterm Report. - AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Sanjib Das; Yash Govind; Pradap Konda; Han Li; Sidharth Mudgal; Erik Paulson 001; Paul Suganthan G. C.; Haojun Zhang (HILDA@SIGMOD, 2017)

Toward a System Building Agenda for Data Integration. - AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Sanjib Das; Yash Govind; Pradap Konda; Han Li; Erik Paulson 001; Paul Suganthan G. C.; Haojun Zhang (CoRR, 2017)

Toward a System Building Agenda for Data Integration (and Data Science). - AnHai Doan; Pradap Konda; Paul Suganthan G. C.; Adel Ardalan; Jeffrey R. Ballard; Sanjib Das; Yash Govind; Han Li; Philip Martinkus; Sidharth Mudgal; Erik Paulson 001; Haojun Zhang (IEEE Data Eng. Bull., 2018)

Smurf: Self-Service String Matching Using Random Forests. - Paul Suganthan G. C.; Adel Ardalan; AnHai Doan; Aditya Akella (Proc. VLDB Endow., 2018)

In-RDBMS Hardware Acceleration of Advanced Analytics. - Divya Mahajan 001; Joon Kyung Kim; Jacob Sacks; Adel Ardalan; Arun Kumar 001; Hadi Esmaeilzadeh (Proc. VLDB Endow., 2018)

Technical Perspective: : Toward Building Entity Matching Management Systems. - Pradap Konda; Sanjib Das; Paul Suganthan G. C.; Philip Martinkus; Adel Ardalan; Jeffrey R. Ballard; Yash Govind; Han Li; Fatemah Panahi; Haojun Zhang; Jeffrey F. Naughton; Shishir Prasad; et al. (SIGMOD Rec., 2018)

Entity Matching Meets Data Science: A Progress Report from the Magellan Project. - Yash Govind; Pradap Konda; Paul Suganthan G. C.; Philip Martinkus; Palaniappan Nagarajan; Han Li; Aravind Soundararajan; Sidharth Mudgal; Jeffrey R. Ballard; Haojun Zhang; Adel Ardalan; Sanjib Das; et al. (SIGMOD Conference, 2019)

Recurrent neural network models for working memory of continuous variables: activity manifolds, connectivity patterns, and dynamic codes. - Christopher J. Cueva; Adel Ardalan; Misha Tsodyks; Ning Qian (CoRR, 2021)

Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization. - Adel Ardalan; Derek Paulsen; Amanpreet Singh Saini; Walter Cai; AnHai Doan (IEEE Big Data, 2022)

Representing Context and Priority in Working Memory. - Quan Wan; Adel Ardalan; Jacqueline M. Fulvio; Bradley R. Postle (J. Cogn. Neurosci., 2024)