Lotfollahi, Mohammad

1. Deep Packet: A Novel Approach For Encrypted Traffic Classification Using\n Deep Learning
   2017/09/08 by Mohammad Nader Lotfollahi, Ramin Shirali Hossein Zade, Lotfollahi, Mohammad +5 · 12 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
2. Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
   2022/04/28 by Leon Hetzel, Simon Böhm, Hetzel, Leon +9 · 8 citations
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Single-cell and spatial transcriptomics
3. Deep Learning in Spatially Resolved Transcriptomics: A Comprehensive Technical View
   2022/10/10 by Roxana Zahedi Nasab, Nasab, Roxana Zahedi, Mohammad Reza Eftekhariyan Ghamsari +13 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #Molecular Biology Techniques and Applications #Single-cell and spatial transcriptomics
4. Conditional out-of-sample generation for unpaired data using trVAE
   2019/10/04 by Mohammad Lotfollahi, Mohsen Naghipourfar, Lotfollahi, Mohammad +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Cell Behavior (q-bio.CB) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Genomics (q-bio.GN) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Single-cell and spatial transcriptomics #electronic engineering #information engineering