Carnegie Mellon University (CMU), Pittsburgh

5000 Forbes Ave. - Pittsburgh (United States us)
Topic Modeling Representation (politics) Language Modeling Robustness (evolution) Leverage (statistics) Representation Learning Benchmark (surveying) Feature (linguistics) Semi-Supervised Learning Deep Learning
Watch Introduction

Bibliometric indicators

Evolution over the last years of activity

Showing the period - Sept. 2024

135,193
Activity
3%

Total documents

3.33
Impact
3%

Normalized Impact

38,465
Excellence
3%

Highly Cited Papers (Top 10%)

83.2
Leadership
3%

Leadership (%)

28.4
Mobility & Collaboration
3%

International Collaboration (%)

6,051
Excellence
3%

Outstanding papers (Top 1%)

11.5
Leadership
3%

Women Leading (%)

2.4
Leadership
3%

Women Leading International (%)

38.4
Open Access
3%

Open Access (%)

Main Research Fields (top 9 by publications)

Indicators:

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Human Resources

Historical perspective

From to Sept. 2024

Current resources

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Personnel

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Papers / Personnel

0

Leading women (%)

0
0

Gender (%)

0

Papers / Permanent researchers

0

Papers / Leading researchers

Career stage

Performance

Years of Activity

ONE Index (distribution)

ONE Index by Main Research Fields

ONE Index vs. Years of Activity

Main authors

ID Name Gender Discipline Career Stage ONE Index Years Activity NDocs RCI HCP Leader Collab.
1 Eric P. Xing Artificial Intelligence Senior researcher 943 26 887 4.52 373 72.2% 21.1%
2 Kanade, Takeo male Computer Vision and Pattern Recognition Leading researcher 940 52 846 5.87 337 76.7% 21.3%
3 Hellendoorn, Vincent male Information Systems, Artificial Intelligence, Software Researcher 933 10 51 8.68 28 66.7% 21.6%
4 Arakawa, Riku male Human-Computer Interaction, Computer Vision and Pattern Recognition, Artificial Intelligence Researcher 932 7 46 5.74 12 60.9% 21.7%
5 Hauptmann, Alexander male Computer Vision and Pattern Recognition Leading researcher 932 37 245 4.06 91 74.3% 44.5%
6 Morency, Louis-Philippe male Senior researcher 932 23 515 5.06 177 62.7% 23.3%
7 Feinberg, Adam W male Biomedical Engineering Senior researcher 929 24 132 5.00 54 58.3% 26.5%
8 Sheikh, Yaser male Computer Vision and Pattern Recognition Senior researcher 928 22 192 10.39 86 62.0% 22.4%
9 Lucey, Simon male Computer Vision and Pattern Recognition Leading researcher 927 45 494 3.88 135 67.6% 21.3%
10 Aguzzoli, Stefano male Artificial Intelligence Leading researcher 927 52 617 3.17 137 78.6% 18.2%
11 Kolter, Zico male Artificial Intelligence Senior researcher 926 21 210 9.21 108 80.5% 19.1%
12 Matyjaszewski, Krzysztof male Organic Chemistry Leading researcher 921 69 1,745 4.26 723 71.3% 31.7%
13 Alexander J. Smola Artificial Intelligence Senior researcher 920 29 231 13.75 145 54.1% 37.7%
14 Dey, Anind K. female Computer Vision and Pattern Recognition, Human-Computer Interaction Leading researcher 920 30 420 5.73 158 56.7% 33.1%
15 Hodgins, Jessica female Computer Vision and Pattern Recognition Leading researcher 918 37 343 4.80 132 69.1% 19.0%
16 Satyanarayanan, Mahadev male Computer Networks and Communications Leading researcher 917 45 333 6.08 136 84.4% 13.2%
17 Grossmann, Ignacio male Control and Systems Engineering Leading researcher 917 47 907 4.71 444 76.2% 40.0%
18 Viswanathan, Venkatasubramanian male Electrical and Electronic Engineering Leading researcher 917 50 295 2.97 93 71.2% 18.3%
19 Akoglu, Leman female Artificial Intelligence Senior researcher 917 19 215 4.92 75 68.4% 19.5%
20 Faloutsos, Christos male Artificial Intelligence Leading researcher 915 43 998 4.99 367 65.7% 30.3%
21 Bar-Joseph, Ziv male Molecular Biology Senior researcher 915 27 260 3.37 98 65.4% 36.2%
22 Sinopoli, Bruno male Computer Networks and Communications, Control and Systems Engineering Senior researcher 915 27 289 5.01 90 63.0% 30.8%
23 Scherer, Sebastian male Computer Vision and Pattern Recognition Leading researcher 915 48 416 2.91 111 70.2% 18.5%
24 Callan, James male Artificial Intelligence Leading researcher 914 31 297 4.28 128 76.1% 18.2%
25 Vogel, Helmut male Leading researcher 913 79 11,458 3.38 4,450 3.5% 65.3%
943
One Index
 Eric P. Xing PhD   0009-0005-9158-4201 887 docs (1999 - 2024)  
Representation Learning , Topic Modeling , Transfer Learning , Semi-Supervised Learning , Language Modeling
940
One Index
 Kanade, Takeo PhD   0000-0002-6267-6853 846 docs (1973 - 2023)  
Feature Matching , Scene Reconstruction , Object Recognition , Tracking (education) , Feature (linguistics)
933
One Index
 Hellendoorn, Vincent PhD   0000-0001-7516-0525 51 docs (2015 - 2024)  
Code (set theory) , Source Code Analysis , Code Clone Detection , Software Defect Prediction , Software Reliability Modeling
932
One Index
 Arakawa, Riku PhD   0000-0001-7868-4754 46 docs (2018 - 2024)  
Gesture Recognition , Tactile Perception , Wound care , Smartwatch , Reinforcement Learning
932
One Index
 Hauptmann, Alexander PhD   0000-0003-2123-0684 245 docs (1988 - 2024)  
Action Recognition , Multiple Object Tracking , Feature (linguistics) , Video Summarization , Visual Tracking
932
One Index
 Morency, Louis-Philippe PhD   0000-0001-6376-7696 515 docs (2002 - 2024)  
Modalities , Emotion Recognition , Affective Computing , Modality (human–computer interaction) , Multimodal Interaction
929
One Index
 Feinberg, Adam W PhD   0000-0003-3338-5456 132 docs (2001 - 2024)  
Tissue Engineering , Bioprinting , Cardiac Tissue Engineering , 3D Printing , 3D bioprinting
928
One Index
 Sheikh, Yaser PhD   0000-0001-6512-9348 192 docs (2003 - 2024)  
3D Human Pose , Multiple Object Tracking , Pose Estimation , Action Recognition , Scene Reconstruction
927
One Index
 Lucey, Simon PhD   0000-0002-6326-042X 494 docs (1980 - 2024)  
Facial Landmark Detection , Feature Matching , Feature Learning , Facial Expression Analysis , Robustness (evolution)
927
One Index
 Aguzzoli, Stefano PhD   0000-0002-7588-5048 617 docs (1973 - 2024)  
Language Modeling , Neural Machine Translation , Syntax-based Translation Models , Multilingual Neural Machine Translation , Modal Logics
926
One Index
 Kolter, Zico PhD   0000-0002-8106-5759 210 docs (2004 - 2024)  
Adversarial Examples , Deep Learning , Robustness , Semi-Supervised Learning , Solver
921
One Index
 Matyjaszewski, Krzysztof PhD   0000-0003-1960-3402 1745 docs (1956 - 2024)  
Atom-transfer radical-polymerization , Controlled Polymerization , Living Radical Polymerization , Polymerization , Block Copolymers
920
One Index
 Alexander J. Smola PhD 231 docs (1996 - 2023)  
Kernel (algebra) , Support Vector Machines , Semi-Supervised Learning , Margin (machine learning) , Convex Optimization
920
One Index
 Dey, Anind K. PhD   0000-0002-3004-0770 420 docs (1995 - 2024)  
Context-Aware Applications , Ambient Intelligence , Usability , Activity Recognition , User Experience
918
One Index
 Hodgins, Jessica PhD   0000-0002-1778-883X 343 docs (1988 - 2024)  
Motion Capture , Human Motion Data , Physics-based Animation , Character Animation , Motion Synthesis
917
One Index
 Satyanarayanan, Mahadev PhD   0000-0002-2187-2049 333 docs (1980 - 2024)  
Mobile Edge Computing , Context-Aware Applications , Edge Computing , Virtualization , Caching
917
One Index
 Grossmann, Ignacio PhD   0000-0002-7210-084X 907 docs (1978 - 2024)  
Optimization , Scheduling , Constraint Handling , Process Intensification , Real-time Optimization
917
One Index
 Viswanathan, Venkatasubramanian PhD   0000-0003-1060-5495 295 docs (1975 - 2024)  
Battery Technology , Battery Materials , Solid-State Electrolytes , Battery Management Systems , Materials Discovery
917
One Index
 Akoglu, Leman PhD   0000-0003-3026-5731 215 docs (2006 - 2024)  
Outlier Detection , Anomaly Detection , Signal Processing on Graphs , Botnet Detection , Hyperparameter
915
One Index
 Faloutsos, Christos PhD   0000-0003-2996-9790 998 docs (1982 - 2024)  
Signal Processing on Graphs , Anomaly Detection , Graph Matching , Outlier Detection , Large-scale Graphs
915
One Index
 Bar-Joseph, Ziv PhD   0000-0003-3430-6051 260 docs (1998 - 2024)  
Expression (computer science) , Gene Set Enrichment Analysis , Biological Network Integration , Genomic Data Integration , Single-Cell Analysis
915
One Index
 Sinopoli, Bruno PhD   0000-0001-5778-4879 289 docs (1998 - 2024)  
Attack Detection , Cyber-physical system , False Data Injection Attacks , Wireless Sensor Networks , Distributed Detection
915
One Index
 Scherer, Sebastian PhD   0000-0002-8373-4688 416 docs (1977 - 2024)  
Optimal Motion Planning , Localization , 3D Mapping , Real-Time Planning , Path Planning
914
One Index
 Callan, James PhD   0000-0002-1211-7754 297 docs (1994 - 2024)  
Information Retrieval , Learning to Rank , Topic Modeling , Relevance (law) , Web Data Extraction
913
One Index
 Vogel, Helmut PhD   0000-0002-6109-3023 11458 docs (1946 - 2024)  
High-Energy Collider , Branching fraction , Heavy-Ion Collisions , Higgs Boson , Pair production