Diane J. Cook

23.9k total citations · 8 hit papers
373 papers, 15.3k citations indexed

About

Diane J. Cook is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Diane J. Cook has authored 373 papers receiving a total of 15.3k indexed citations (citations by other indexed papers that have themselves been cited), including 179 papers in Computer Vision and Pattern Recognition, 136 papers in Artificial Intelligence and 69 papers in Computer Networks and Communications. Recurrent topics in Diane J. Cook's work include Context-Aware Activity Recognition Systems (143 papers), Data Mining Algorithms and Applications (40 papers) and Human Mobility and Location-Based Analysis (35 papers). Diane J. Cook is often cited by papers focused on Context-Aware Activity Recognition Systems (143 papers), Data Mining Algorithms and Applications (40 papers) and Human Mobility and Location-Based Analysis (35 papers). Diane J. Cook collaborates with scholars based in United States, United Kingdom and Canada. Diane J. Cook's co-authors include Lawrence B. Holder, Maureen Schmitter‐Edgecombe, Narayanan C. Krishnan, Parisa Rashidi, Samaneh Aminikhanghahi, Sajal K. Das, Vikramaditya R. Jakkula, Juan Carlos Augusto, Kyle Feuz and Sumi Helal and has published in prestigious journals such as Science, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Diane J. Cook

359 papers receiving 14.5k citations

Hit Papers

5 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.

Sensor-Based Activity Recognition

2012 759 citations Diane J. Cook et al. profile →
A survey of methods for time series change point detection

2016 725 citations Diane J. Cook et al. profile →
Ambient intelligence: Technologies, applications, and opportunities

2009 561 citations Diane J. Cook, Vikramaditya R. Jakkula et al. profile →
Human Activity Recognition and Pattern Discovery

2010 447 citations Diane J. Cook et al. profile →
A Survey on Ambient Intelligence in Healthcare

2013 380 citations Diane J. Cook et al. profile →
How smart are our environments? An updated look at the state of the art

2006 349 citations Diane J. Cook et al. profile →
Activity recognition on streaming sensor data

2012 344 citations Diane J. Cook et al. profile →
Transfer learning for activity recognition: a survey

2013 335 citations Diane J. Cook, Kyle Feuz et al. profile →

Peers

Countries citing papers authored by Diane J. Cook

Since Specialization

Citations

This map shows the geographic impact of Diane J. Cook'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 Diane J. Cook with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Diane J. Cook more than expected).

Fields of papers citing papers by Diane J. Cook

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Diane J. Cook. 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 Diane J. Cook. The network helps show where Diane J. Cook may publish in the future.

Co-authorship network of co-authors of Diane J. Cook

This figure shows the co-authorship network connecting the top 25 collaborators of Diane J. Cook. A scholar is included among the top collaborators of Diane J. Cook 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 Diane J. Cook. Diane J. Cook is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	CogProg: Utilizing Large Language Models to Forecast In-the-Moment Health Assessment 2024 ·PubMed ·Gina Sprint, Maureen Schmitter‐Edgecombe, Raven Weaver, Lisa Kirk Wiese, Diane J. Cook	1
2	Capturing cognitive capacity in the everyday environment across a continuum of cognitive decline using a smartwatch n-back task and ecological momentary assessment. 2024 ·Neuropsychology ·Maureen Schmitter‐Edgecombe, (unknown), (unknown), Shenghai Dai, Diane J. Cook	3
3	Predicting daily cognition and lifestyle behaviors for older adults using smart home data and ecological momentary assessment 2024 ·The Clinical Neuropsychologist ·Maureen Schmitter‐Edgecombe, (unknown), Shenghai Dai, Diane J. Cook	3
4	CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning 2023 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·(unknown), Janardhan Rao Doppa, Diane J. Cook	29
5	But will they use it? Predictors of adoption of an electronic memory aid in individuals with amnestic mild cognitive impairment. 2023 ·Neuropsychology ·(unknown), Diane J. Cook, Maureen Schmitter‐Edgecombe	1
6	Adversarial Transfer Learning. 2018 ·arXiv (Cornell University) ·(unknown), Diane J. Cook	6
7	How Accurate Is Your Activity Tracker? A Comparative Study of Step Counts in Low-Intensity Physical Activities 2017 ·JMIR mhealth and uhealth ·Parastoo Alinia, (unknown), Ramin Fallahzadeh, Armin Shahrokni, Diane J. Cook, Hassan Ghasemzadeh	60
8	Real-Time Annotation Tool (RAT) 2013 ·National Conference on Artificial Intelligence ·Kyle Feuz, Diane J. Cook	6
9	Detecting anomalous sensor events in smart home data for enhancing the living experience 2011 ·National Conference on Artificial Intelligence ·Vikramaditya R. Jakkula, Diane J. Cook	48
10	Automation intelligence for the smart environment 2005 ·International Joint Conference on Artificial Intelligence ·G. Michael Youngblood, (unknown), Lawrence B. Holder, Diane J. Cook	23
11	MavHome: an agent-based smart home 2004 ·Diane J. Cook, G. Michael Youngblood, (unknown), Karthik Gopalratnam, (unknown), A.A. Litvin, (unknown)	327
12	MDL-Based Context-Free Graph Grammar Induction 2003 ·The Florida AI Research Society ·(unknown), Lawrence B. Holder, Diane J. Cook	8
13	Improving the Performance of Action Prediction through Identification of Abstract Tasks 2003 ·The Florida AI Research Society ·(unknown), Diane J. Cook	3
14	A Client-Server Interactive Tool for Integrated Artificial Intelligence Curriculum 2001 ·The Florida AI Research Society ·Diane J. Cook, Lawrence B. Holder	3
15	Approximate Association Rule Mining 2001 ·The Florida AI Research Society ·(unknown), Diane J. Cook	19
16	Real-Time Learning when Concepts Shift 2000 ·The Florida AI Research Society ·(unknown), Diane J. Cook	3
17	Graph-Based Hierarchical Conceptual Clustering in Structural Databases 2000 ·National Conference on Artificial Intelligence ·(unknown), Lawrence B. Holder, Diane J. Cook	4
18	SPRINT: Active bus priority in fixed time UTC London 1997 ·ePrints Soton (University of Southampton) ·N.B. Hounsell, (unknown), Diane J. Cook, (unknown)	2
19	Flexible social laws 1995 ·International Joint Conference on Artificial Intelligence ·(unknown), Diane J. Cook	30
20	Reconfiguration of multi-agent planning systems 1994 ·Diane J. Cook	4

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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