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Most cited papers from Machine Science

What are the most cited papers from Machine Science?

The most cited paper from Machine Science is "Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial" (Takayuki Kanda, Takayuki Hirano, Daniel Eaton et al., 2004), with 704 citations. Next come "Ancestral graph Markov models" (578) and "Fracture mechanics of piezoelectric materials" (525).

Showing 50 of 60 papers. Every paper with more than 34 citations is listed.

Most cited papers, sortable by citations and release date
#Paper
1 Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial Takayuki Kanda, Takayuki Hirano, Daniel Eaton et al. · Human-Computer Interaction Open access 28 May 2004 704
2 Ancestral graph Markov models Thomas S. Richardson, Peter Spirtes · The Annals of Statistics Aug 2002 578
3 Fracture mechanics of piezoelectric materials Vladimir Z. Parton · Acta Astronautica Sep 1976 525
4 Competence-based Curriculum Learning for Neural Machine Translation Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig et al. Conference paperOpen access 2019 321
5 Latent Multi-Task Architecture Learning Sebastian Ruder, Joachim Bingel, Isabelle Augenstein et al. · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) Open access 17 Jul 2019 304
6 Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 Raghavendra Selvan, Nikhil Bhagwat, Lasse F. Wolff Anthony et al. · Lecture notes in computer science Conference paperOpen access 2022 252
7 Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang, Liu Ziyin, AmirAli Bagher Zadeh et al. Conference paperOpen access 2018 219
8 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data Maurice Weiler, W. Boomsma, M. Geiger et al. · Data Archiving and Networked Services (DANS) Conference paperOpen access 2018 204
9 A self-healing elastomer based on an intrinsic non-covalent cross-linking mechanism Jun Chen, Fanzhu Li, Yanlong Luo et al. · Journal of Materials Chemistry A 2019 164
10 DNA methylation–based immune response signature improves patient diagnosis in multiple cancers Jana Jeschke, Martin Bizet, Christine Desmedt et al. · Journal of Clinical Investigation Open access 16 Jul 2017 163
11 Artificial intelligence models for diagnosing gingivitis and periodontal disease: A systematic review Marta Revilla‐León, Miguel Gómez‐Polo, Abdul Basir Barmak et al. · Journal of Prosthetic Dentistry Review 14 Mar 2022 157
12 Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig et al. Conference paperOpen access 2018 153
13 Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien, Martin Jaggi, Mark Schmidt et al. · arXiv (Cornell University) PreprintOpen access 19 Jul 2012 152
14 Deep Spoken Keyword Spotting:An Overview Iván López‐Espejo, Zheng‐Hua Tan, John H. L. Hansen et al. · VBN Forskningsportal (Aalborg Universitet) ReviewOpen access 2022 136
15 Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook Morten Goodwin, Kim Tallaksen Halvorsen, Jiao, Lei et al. · Research at the University of Copenhagen (University of Copenhagen) 10 Mar 2022 135
16 Nondemolition observation of a free quantum particle V. P. Belavkin, P. Staszewski · Physical Review A Feb 1992 122
17 Advances in Information Retrieval Nicola Ferro, Norbert Fuhr, Maria Maistro et al. · Lecture notes in computer science Conference paper 2019 108
18 Facile synthesis of mesoporous carbon nanocomposites from natural biomass for efficient dye adsorption and selective heavy metal removal Long Chen, Tuo Ji, Liwen Mu et al. · RSC Advances Open access 22 Dec 2015 105
19 BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning Asa Cooper Stickland, Iain Murray · Edinburgh Research Explorer (University of Edinburgh) Conference paperOpen access 3 Jul 2019 98
20 Visually Grounded Reasoning across Languages and Cultures Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Conference paperOpen access 2021 90
21 Non-corrosive green lubricants: strengthened lignin–[choline][amino acid] ionic liquids interaction via reciprocal hydrogen bonding Liwen Mu, Yijun Shi, Xiao-Jing Guo et al. · RSC Advances Open access 2015 82
22 Libratus: The Superhuman AI for No-Limit Poker Noam Brown, Tüomas Sandholm Conference paperOpen access 28 Jul 2017 79
23 Stress-induced interaction of pairs of point defects in bcc solutions M. S. Blanter, A. G. Khachaturyan · Metallurgical Transactions A Jun 1978 78
24 Asymptotics of symmetric polynomials with applications to statistical mechanics and representation theory Vadim Evgen'evich Gorin, Greta Panova PreprintOpen access Jul 2013 77
25 Inverse kinematic algorithms for redundant systems H. Das, Jean-Jacques E. Slotine, T.B. Sheridan Conference paper 6 Jan 2003 75
26 Contact area of rough surfaces I V KRAGELSKY, N. B. Demkin · Wear May 1960 75
27 The phenomenon of seizure and its investigation A. P. Semenov · Wear 1961 74
28 Symbolic Analysis of Chaotic Signals and Turbulent Fluctuations Maia Lehrman, Alexander B. Rechester, Roscoe B. White · Physical Review Letters 6 Jan 1997 74
29 A Disaster Response System based on Human-Agent Collectives Sarvapali D. Ramchurn, Trung Dong Huynh, Feng Wu et al. · Journal of Artificial Intelligence Research Open access 31 Dec 2016 73
30 Decoding and Cortical Source Localization for Intended Movement Direction With MEG Wei Wang, Gustavo P. Sudre, Yang Xu et al. · Journal of Neurophysiology Open access 26 Aug 2010 72
31 A Review on Sensor‐Integrating Machine Elements Eckhard Kirchner et al. · Advanced Sensor Research Open access 28 Jan 2024 70
32 Learning what to share between loosely related tasks Sebastian Ruder, Joachim Bingel, Isabelle Augenstein et al. · Research at the University of Copenhagen (University of Copenhagen) PreprintOpen access 23 May 2017 68
33 An Optimal Algorithm for Stochastic and Adversarial Bandits Julian Zimmert, Yevgeny Seldin · Research at the University of Copenhagen (University of Copenhagen) Conference paperOpen access 19 Jul 2018 67
34 Demonstration-based learning and control for automatic grasping Johan Tegin, Staffan Ekvall, Danica Kragić et al. · Intelligent Service Robotics 27 Aug 2008 64
35 Machine Learning Overview Taiwo Oladipupo · InTech eBooks Book chapterOpen access Feb 2010 64
36 Wave concepts in the theory of heat V. A. Bubnov · International Journal of Heat and Mass Transfer Feb 1976 58
37 Encoding word order in complex embeddings Benyou Wang, Donghao Zhao, Christina Lioma et al. · arXiv (Cornell University) PreprintOpen access 27 Dec 2019 56
38 Reprogramming biological peptides to combat infectious diseases Marcelo D. T. Torres, César de la Fuente‐Núñez · Chemical Communications Open access 2019 55
39 Misfit Dislocations in a Thin Two-Phase Heteroepitaxial Plate Mikhail Yu. Gutkin, А. Е. Романов · physica status solidi (a) 16 Jan 1992 53
40 Fatigue wear under elastic contact conditions I. V. Kraghelsky, E.F. Nepomnyashchi · Wear Jul 1965 53
41 On Position Embeddings in BERT Benyou Wang, Lifeng Shang, Christina Lioma et al. · Research at the University of Copenhagen (University of Copenhagen) Conference paperOpen access 2021 50
42 PsychBERT: A Mental Health Language Model for Social Media Mental Health Behavioral Analysis Vedant Vajre, Mitch Naylor, U Saritha Kamath et al. · 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Conference paper 9 Dec 2021 47
43 Integrating sequence, expression and interaction data to determine condition-specific miRNA regulation Hai-Son Le, Ziv Bar‐Joseph · Bioinformatics Open access 19 Jun 2013 47
44 Video-Based Activity Recognition for Automated Motor Assessment of Parkinson's Disease Grzegorz Sarapata, Yuriy Dushin, Gareth Morinan et al. · IEEE Journal of Biomedical and Health Informatics Open access 25 Jul 2023 46
45 On wave solutions of the heat-conduction equation A.V. Luikov, V. A. Bubnov, Igor A. Soloviev · International Journal of Heat and Mass Transfer Mar 1976 46
46 Lung Segmentation from Chest X-rays using Variational Data Imputation Raghavendra Selvan, Erik B. Dam, Detlefsen, Nicki S. et al. · arXiv (Cornell University) PreprintOpen access 20 May 2020 45
47 APPINITE: A Multi-Modal Interface for Specifying Data Descriptions in Programming by Demonstration Using Natural Language Instructions Toby Jia-Jun Li, Igor Labutov, Xiaohan Nancy Li et al. Conference paper Oct 2018 45
48 A pin-on-disc investigation of novel nanoporous composite-based and conventional brake pad materials focussing on airborne wear particles Jens Wahlström, David I. Gventsadze, Lars Olander et al. · Tribology International 2 Aug 2011 44
49 [N-Methyl-2-pyrrolidone][C1–C4 carboxylic acid]: a novel solvent system with exceptional lignin solubility Liwen Mu, Yijun Shi, Long Chen et al. · Chemical Communications Open access 2015 44
50 The role of deep learning in ensuring privacy integrity and security: Applications in AI-driven cybersecurity solutions Joseph Nnaemeka Chukwunweike, Moshood Yussuf, Oluwatobiloba Okusi et al. · World Journal of Advanced Research and Reviews Open access 25 Aug 2024 42

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.