Can machines learn to understand and design genomes?
Andrew Delong
- Assistant Professor
- Department of Computer Science and Software Engineering
- machine learning53
- deep learning16
- genomics30
- computer vision16
- optimization11
- computational biology4
- artificial intelligence (AI)45
- pattern recognition21
- bioinformatics17
- molecular and cellular biology29
- synthetic biology19
- statistical inference8
- neural networks9
- simulation20
- human genetics2
- RNA binding proteins2
- drug discovery14
- algorithm design30
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Nawwaf Kharma
synthetic biology, machine learning, biological computing
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Tien D. Bui
computer vision, biometrology, artificial intelligence (AI)
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Michael T. Hallett
computational biology, bioinformatics, systems biology
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Mirco Ravanelli
deep learning, conversational AI, speech processing
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Yang Wang
computer vision, machine learning, deep learning
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Hamid Taghavifar
connected autonomous vehicles (CAV), control systems, robotics
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Salim Lahmiri
artificial intelligence (AI), data science, predictive analytics
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Leila Kosseim
computational linguistics, natural language processing, artificial intelligence (AI)
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Nizar Bouguila
computer vision, data analytics, machine learning
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Laurent Potvin-Trottier
synthetic biology, systems biology, microfluidics
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Ching Yee Suen
pattern recognition, handwriting, design of type fonts
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Thomas G. Fevens
bioimaging, deep learning, computer vision
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David Kwan
synthetic biology, molecular and cellular biology, directed evolution
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Volker Haarslev
knowledge organization, artificial intelligence (AI), natural language processing
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Malcolm Whiteway
candida albicans, biomedical engineering, cell cycle control
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Hassan Rivaz
bioimaging, ultrasound elastography, image processing
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Adrian Tsang
genomics, enzymes for industrial processes, fungal genomics
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Charalambos (Charis) Poullis
computer vision, computer graphics, deep learning
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Arash Mohammadi
signal processing, information systems security, cyberphysical systems
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Aashiq H. Kachroo
yeast systems genetics, synthetic biology, systems biology
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Ré (Rachael) Mansbach
computational biophysics, molecular dynamics simulation, biophysical chemistry
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Elena Kuzmin
genotype-phenotype relationship, evolutionary genomics, disease mechanisms
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Kaustubha Mendhurwar
computer graphics, 3D motion capture, 3D data acquisition technologies
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Simone Brugiapaglia
data science, computational mathematics, numerical analysis
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Eugene Belilovsky
machine learning, deep learning, computer vision
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Luc Varin
plant molecular genetics, plant growth and development, stress response signaling pathways
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Jia Yuan Yu
data science, decision theory, machine learning
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Jun Yan
smart grids, cyberphysical security, machine learning
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Alisa Piekny
cytoskeleton regulation, cytokinesis, mitosis
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Jason Bramburger
nonlinear dynamics, complex dynamic systems, bifurcation analysis
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Steve Shih
microfluidics, synthetic biology, biofuels and biochemicals
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Yiming Xiao
bioimaging, biomedical engineering, image processing
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Krzysztof Skonieczny
planetary rovers, robotics, vehicle-terrain interactions
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Yan Liu
big data, distributed/parallel systems, deep learning
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Tiberiu Popa
computer graphics, computational geometry, 3D data acquisition technologies
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Krzysztof Dzieciolowski
business analytics, data science, artificial intelligence (AI)
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Mazdak Nik-Bakht
construction management, building information modeling (BIM), decision making
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Essam Mansour
distributed/parallel systems, web data management, large-scale analytics on strings
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Mohsen Farhadloo
machine learning, data mining, text analytics
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Vincent Martin
synthetic biology, bioproduct development, microbial genomics
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Sabine Bergler
affect, artificial intelligence (AI), natural language processing
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Paula Lago
healthcare information systems, ubiquitous and pervasive computing, internet of things (IoT)
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Brigitte Jaumard
autonomic networking, graph theory, operations research
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Serguei A. Mokhov
Forensic Lucid, formal methods, software engineering
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Gregory Butler
bioinformatics, big data, data analytics
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David Walsh
aquatic ecology, molecular and cellular biology, evolutionary biology
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Miao Song
cinema, interactive projection mapping, China studies
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Brandon Findlay
drug discovery, directed evolution, metabolic engineering
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Daria Terekhov
dynamic scheduling, scheduling, inverse optimization
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Rastko Selmic
control systems, formation flight control, neural networks
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Tse-Hsun (Peter) Chen
software testing, testing AI systems, artificial intelligence (AI)
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Melissa K. Passarelli
imaging mass spectrometry, single-cell 'omics, ToF-SIMS analysis
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Jun Cai
machine learning, distributed/parallel systems, energy efficiency
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Isabelle Benoit Gelber
fungal physiology, fungal genomics, lignocellulosic biomass
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Brandon Helfield
therapeutic ultrasound, microbubbles, ultrasound imaging
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Po-Han Chen
artificial intelligence (AI), computer vision, augmented reality (AR)
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Tsz Ho Kwok
advanced 3D printing techniques, CAD/CAM, design automation
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Deniz Meneksedag Erol
molecular dynamics simulation, computational biophysics, biomaterials
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Farnoosh Naderkhani
condition-based maintenance, stochastic analysis, quality management
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Rose (Shaghayegh) Gomar
spiking neural networks, neuromorphic engineering, computer arithmetic
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Abdelhak Bentaleb
multimedia systems and communication, video streaming architecture, access networks
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Emad Shihab
software engineering, mining software repositories, artificial intelligence (AI)
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Jin Suk Lee
cell signaling, peptide signals, plant biology
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Otmane Aït Mohamed
functional verification, formal methods, reliability analysis
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Madoka Gray-Mitsumune
pedagogy, educational technologies, academic integrity
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Yong Zeng
design process, creativity, design engineering
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Vladimir Titorenko
aging (ageing), mechanics of apoptosis, anti-aging molecules
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Luis Rodrigues
aerospace, control systems, piecewise affine controllers
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Sudhir Mudur
computer graphics, 3D digital imaging, 3D data acquisition
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Shahin Hashtrudi Zad
control systems, discrete event systems, biological systems
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Juergen Rilling
software engineering, internet of things (IoT), software quality and best practices
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Reginald Storms
renewable energy, biofuels and biochemicals, bioremediation strategies
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Michael Sacher
vesicle recognition, biochemistry of cell membranes, protein complexes
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Christopher Brett
lysosome, extracellular vesicles, aging (ageing)
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Chun Wang
distributed/parallel systems, e-supply chains, scheduling
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William Zerges
photosynthesis, chlamydomonas reinhardtii, chloroplast biogenesis
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Ann M. English
cell signaling, molecular and cellular biology, peroxidases
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Paul Joyce
tRNA nucleotidyltransferase, biochemistry of cell membranes, protein targeting
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Rustam Vahidov
design science, decision support systems, artificial intelligence (AI)
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Chiara Gamberi
RNA biology, messenger RNA translation, Drosophila
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Andreas Bergdahl
atherosclerosis, cardiovascular health, human physiology
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Wen Fang Xie
mechatronics, nonlinear system control, industrial robots
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Chris Wilds
nucleic acid chemistry, X-ray crystallography, organic synthesis
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David Secko
science/technology communication, role of journalism, new models of journalism