Andrew Melnik

535 total citations · 1 hit paper
10 papers, 224 citations indexed

About

Andrew Melnik is a scholar working on Cognitive Neuroscience, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Andrew Melnik has authored 10 papers receiving a total of 224 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Cognitive Neuroscience, 3 papers in Artificial Intelligence and 2 papers in Control and Systems Engineering. Recurrent topics in Andrew Melnik's work include Neural dynamics and brain function (4 papers), EEG and Brain-Computer Interfaces (4 papers) and Tactile and Sensory Interactions (2 papers). Andrew Melnik is often cited by papers focused on Neural dynamics and brain function (4 papers), EEG and Brain-Computer Interfaces (4 papers) and Tactile and Sensory Interactions (2 papers). Andrew Melnik collaborates with scholars based in Germany, United States and Australia. Andrew Melnik's co-authors include Peter König, Daniel P. Ferris, W. David Hairston, Krzysztof Izdebski, Helge Ritter, Malte Schilling, Barbara Hammer, Constantin A. Rothkopf, Robert Haschke and Matthias Plappert and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Scientific Reports and Neural Networks.

In The Last Decade

Andrew Melnik

10 papers receiving 219 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Face Generation and Editing With StyleGAN: A Survey

2024 34 citations Andrew Melnik, Helge Ritter et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers

Countries citing papers authored by Andrew Melnik

Since Specialization

Citations

This map shows the geographic impact of Andrew Melnik's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Andrew Melnik with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrew Melnik more than expected).

Fields of papers citing papers by Andrew Melnik

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrew Melnik. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Andrew Melnik. The network helps show where Andrew Melnik may publish in the future.

Co-authorship network of co-authors of Andrew Melnik

This figure shows the co-authorship network connecting the top 25 collaborators of Andrew Melnik. A scholar is included among the top collaborators of Andrew Melnik based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andrew Melnik. Andrew Melnik is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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10 of 10 papers shown

#	Work	Indexed citations
1	Face Generation and Editing With StyleGAN: A Survey breakdown → 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Andrew Melnik, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Helge Ritter	34
2	A Graph-based U-Net Model for Predicting Traffic in unseen Cities 2022 ·2022 International Joint Conference on Neural Networks (IJCNN) ·(unknown), Barbara Hammer, Andrew Melnik, (unknown), (unknown), Malte Schilling	4
3	Decentralized control and local information for robust and adaptive decentralized Deep Reinforcement Learning 2021 ·Neural Networks ·Malte Schilling, Andrew Melnik, Frank W. Ohl, Helge Ritter, Barbara Hammer	17
4	Using Tactile Sensing to Improve the Sample Efficiency and Performance of Deep Deterministic Policy Gradients for Simulated In-Hand Manipulation Tasks 2021 ·Frontiers in Robotics and AI ·Andrew Melnik, (unknown), Matthias Plappert, (unknown), Robert Haschke, Helge Ritter	19
5	Jointly Trained Variational Autoencoder for Multi-Modal Sensor Fusion 2019 ·(unknown), Marc Hesse, (unknown), Andrew Melnik, Ulrich Rückert	8
6	Multisensory assisted in-hand manipulation of objects with a dexterous hand 2019 ·QUT ePrints (Queensland University of Technology) ·(unknown), Andrew Melnik, Jürgen Leitner, Marc A. Hesse	1
7	The World as an External Memory: The Price of Saccades in a Sensorimotor Task 2018 ·Frontiers in Behavioral Neuroscience ·Andrew Melnik, (unknown), Constantin A. Rothkopf, Peter König	16
8	Embodied cognition 2018 ·Peter König, Andrew Melnik, (unknown), (unknown), Sabine U. König, Tim C. Kietzmann	3
9	Systems, Subjects, Sessions: To What Extent Do These Factors Influence EEG Data? 2017 ·Frontiers in Human Neuroscience ·Andrew Melnik, (unknown), Krzysztof Izdebski, (unknown), W. David Hairston, Daniel P. Ferris, Peter König	85
10	EEG correlates of sensorimotor processing: independent components involved in sensory and motor processing 2017 ·Scientific Reports ·Andrew Melnik, W. David Hairston, Daniel P. Ferris, Peter König	37

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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