35 citations · 44 across the 6 of their papers we have counts for
7 papers
Recurrent neural network models for working memory of continuous variables: activity manifolds, connectivity patterns, and dynamic codes
Christopher J. Cueva, Adel Ardalan, Misha Tsodyks +1
Many daily activities and psychophysical experiments involve keeping multiple items in working memory. When items take continuous values (e.g., orientation, contrast, length, loudn…
Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization
Adel Ardalan, Derek Paulsen, Amanpreet Singh Saini +2
Many applications need to clean data with a target accuracy. As far as we know, this problem has not been studied in depth. In this paper we take the first step toward solving it.…
In-RDBMS Hardware Acceleration of Advanced Analytics
Divya Mahajan, Joon Kyung Kim, Jacob Sacks +3
The data revolution is fueled by advances in machine learning, databases, and hardware design. Programmable accelerators are making their way into each of these areas independently…
Toward a System Building Agenda for Data Integration
AnHai Doan, Adel Ardalan, Jeffrey R. Ballard +7
In this paper we argue that the data management community should devote far more effort to building data integration (DI) systems, in order to truly advance the field. Toward this…
Mathematical Analysis and Computational Integration of Massive Heterogeneous Data from the Human Retina
Arash Sangari, Adel Ardalan, Larry Lambe +2
Modern epidemiology integrates knowledge from heterogeneous collections of data consisting of numerical, descriptive and imaging. Large-scale epidemiological studies use sophistica…
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 +5
Post-genomic research deals with challenging problems in screening genomes of organisms for particular functions or potential for being the targets of genetic engineering for desir…
Pattern Recognition in Collective Cognitive Systems: Hybrid Human-Machine Learning (HHML) By Heterogeneous Ensembles
Hesam T. Dashti, Adel Ardalan, Alireza F. Siahpirani +7
The ubiquitous role of the cyber-infrastructures, such as the WWW, provides myriad opportunities for machine learning and its broad spectrum of application domains taking advantage…