H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Engineering and Technology D-index 31 Citations 5,925 248 World Ranking 6025 National Ranking 2114

Research.com Recognitions

Awards & Achievements

2019 - IEEE Fellow For contributions to identification of switched systems and multiobjective control

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Algorithm
  • Control theory

The scientist’s investigation covers issues in Control theory, Mathematical optimization, Artificial intelligence, Convex optimization and Optimal control. His Control theory study is mostly concerned with Control theory, Linear system, Discrete system, Control synthesis and Robust control. He has included themes like Full state feedback and Sequence in his Mathematical optimization study.

His Artificial intelligence research incorporates themes from Machine learning, Computer vision and Pattern recognition. His work in the fields of Convex optimization, such as Proper convex function, intersects with other areas such as Affine transformation, Approximation theory and Zero. His study in Optimal control is interdisciplinary in nature, drawing from both Control system, Norm and Discrete mathematics.

His most cited work include:

  • Person Re-Identification Using Kernel-Based Metric Learning Methods (421 citations)
  • Robust Systems Theory and Applications (349 citations)
  • The Way They Move: Tracking Multiple Targets with Similar Appearance (224 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Mathematical optimization, Control theory, Convex optimization, Robust control and Algorithm. Mario Sznaier interconnects Computational complexity theory, Norm, Frequency domain and Identification in the investigation of issues within Mathematical optimization. His works in Optimal control, Control theory, Linear system, Control system and Transfer function are all subjects of inquiry into Control theory.

His work deals with themes such as Discrete system and Nonlinear system, which intersect with Linear system. Many of his research projects under Convex optimization are closely connected to Affine transformation, Constrained optimization, Nonlinear programming and Sequence with Affine transformation, Constrained optimization, Nonlinear programming and Sequence, tying the diverse disciplines of science together. The study incorporates disciplines such as Active vision, Bounded function and Controller design in addition to Robust control.

He most often published in these fields:

  • Mathematical optimization (42.55%)
  • Control theory (37.69%)
  • Convex optimization (20.36%)

What were the highlights of his more recent work (between 2014-2021)?

  • Algorithm (16.72%)
  • Artificial intelligence (16.72%)
  • Mathematical optimization (42.55%)

In recent papers he was focusing on the following fields of study:

His main research concerns Algorithm, Artificial intelligence, Mathematical optimization, Identification and Convex optimization. The concepts of his Algorithm study are interwoven with issues in Positive-definite matrix, Embedding, Subspace topology and Cluster analysis. His Artificial intelligence study combines topics from a wide range of disciplines, such as Machine learning and Computer vision.

His work carried out in the field of Mathematical optimization brings together such families of science as Linear system and Rank. His Convex optimization research encompasses a variety of disciplines, including Control theory and Decentralised system. Structure is closely connected to Data-driven in his research, which is encompassed under the umbrella topic of Control theory.

Between 2014 and 2021, his most popular works were:

  • Set membership identification of switched linear systems with known number of subsystems (52 citations)
  • Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold (38 citations)
  • A Moments Based Approach to Designing MIMO Data Driven Controllers for Switched Systems (19 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Algorithm
  • Machine learning

The scientist’s investigation covers issues in Artificial intelligence, Algorithm, Mathematical optimization, Control theory and Convex optimization. His research investigates the connection with Artificial intelligence and areas like Computer vision which intersect with concerns in Graph and Hankel matrix. His studies in Algorithm integrate themes in fields like Subspace topology, Embedding, Outlier and Cluster analysis.

His Mathematical optimization research is multidisciplinary, relying on both Linear system and Rank. In his research on the topic of Linear system, System identification and Computational complexity theory is strongly related with Randomized algorithm. A large part of his Control theory studies is devoted to Control theory.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Person Re-Identification Using Kernel-Based Metric Learning Methods

Fei Xiong;Mengran Gou;Octavia I. Camps;Mario Sznaier.
european conference on computer vision (2014)

715 Citations

Robust Systems Theory and Applications

Ricardo S. Sanchez-Pena;Mario Sznaier.
(1998)

554 Citations

The Way They Move: Tracking Multiple Targets with Similar Appearance

Caglayan Dicle;Octavia I. Camps;Mario Sznaier.
international conference on computer vision (2013)

313 Citations

Suboptimal control of linear systems with state and control inequality constraints

Mario Sznaier;Mark Damborg.
conference on decision and control (1987)

228 Citations

Cross-view activity recognition using Hankelets

Binlong Li;Octavia I. Camps;Mario Sznaier.
computer vision and pattern recognition (2012)

174 Citations

Persistent disturbance rejection via static-state feedback

F. Blanchini;M. Sznaier.
IEEE Transactions on Automatic Control (1995)

117 Citations

Activity recognition using dynamic subspace angles

Binlong Li;Mustafa Ayazoglu;Teresa Mao;Octavia I. Camps.
computer vision and pattern recognition (2011)

107 Citations

Heuristically enhanced feedback control of constrained discrete-time linear systems

M. Sznaier;M. Sznaier;M. J. Damborg.
Automatica (1990)

105 Citations

Dynamic Appearance Modeling for Human Tracking

Hwasup Lim;O.I. Camps;M. Sznaier;V.I. Morariu.
computer vision and pattern recognition (2006)

105 Citations

A Sparsification Approach to Set Membership Identification of Switched Affine Systems

N. Ozay;M. Sznaier;C. M. Lagoa;O. I. Camps.
IEEE Transactions on Automatic Control (2012)

104 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Mario Sznaier

Franco Blanchini

Franco Blanchini

University of Udine

Publications: 46

Wei-Shi Zheng

Wei-Shi Zheng

Sun Yat-sen University

Publications: 23

Qi Tian

Qi Tian

Huawei Technologies (China)

Publications: 19

James B. Rawlings

James B. Rawlings

University of California, Santa Barbara

Publications: 18

Sophie Tarbouriech

Sophie Tarbouriech

Federal University of Toulouse Midi-Pyrénées

Publications: 18

Yihong Gong

Yihong Gong

Xi'an Jiaotong University

Publications: 17

Jianhuang Lai

Jianhuang Lai

Sun Yat-sen University

Publications: 16

Giuseppe Carlo Calafiore

Giuseppe Carlo Calafiore

Polytechnic University of Turin

Publications: 16

Vicenç Puig

Vicenç Puig

Universitat Politècnica de Catalunya

Publications: 15

Manfred Morari

Manfred Morari

University of Pennsylvania

Publications: 15

Carsten W. Scherer

Carsten W. Scherer

University of Stuttgart

Publications: 15

Weiming Hu

Weiming Hu

Chinese Academy of Sciences

Publications: 15

Alberto Bemporad

Alberto Bemporad

IMT Institute for Advanced Studies Lucca

Publications: 14

Basil Kouvaritakis

Basil Kouvaritakis

University of Oxford

Publications: 14

Tao Xiang

Tao Xiang

University of Surrey

Publications: 14

Mehrtash Harandi

Mehrtash Harandi

Monash University

Publications: 13

Something went wrong. Please try again later.