Jianna Zhang

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6ranked-venue papers

0as first author

0since 2021 · last 2007

—ORCID · unresolved

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 6Graphics, computer vision, multimedia, augmented reality and games · 5

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence 2 papers		Kernel, tree and ensemble methods · 44% Robot manipulation · 44% Image recognition and object detection · 13%
Computer graphics and multimedia 2 papers		Audio and music processing · 100%
Interdisciplinary, comprehensive, and emerging computing 2 papers		Energy systems and smart grids · 77% Environmental and earth informatics · 23%

Topics — the 5 heaviest of 7, each with the papers that count most for it

Topic	Weight	Papers	Last	Evidence papers
Audio and music processing music composition	0.1	1	2007	Evolutionary Rhythm Composition with Trajectory-based Fitness Evaluation · AAAI 2007
Robotics › Robot manipulation › object rearrangement object sorting	0.1	1	2006	Object-Sorting-by-Color in a Variety of Lighting Conditions Using Neural Networks and Lego Mindstorms Robot · AAAI 2006
Machine learning › Kernel, tree and ensemble methods support vector machine	0.1	1	2006	Multiclass Support Vector Machines for Articulatory Feature Classification · AAAI 2006
Computer vision › Image recognition and object detection object recognition	0.0	1	2006	Object-Sorting-by-Color in a Variety of Lighting Conditions Using Neural Networks and Lego Mindstorms Robot · AAAI 2006
Audio and music processing speech processing	0.0	1	2006	Multiclass Support Vector Machines for Articulatory Feature Classification · AAAI 2006

Methods — techniques the papers use, named apart from their topics

multiclass support vector machine · 0.1trajectory-based fitness evaluation · 0.1evolutionary algorithm · 0.1neural network · 0.1lego mindstorms · 0.1recurrent neural network · 0.1machine learning · 0.1

Year	Publication	Venue	Position
2007	Evolutionary Rhythm Composition with Trajectory-based Fitness Evaluation John Huddleston, Jianna Zhang	AAAI	2
2006	Multiclass Support Vector Machines for Articulatory Feature Classification Brian Hutchinson, Jianna Zhang	AAAI	2
2006	Object-Sorting-by-Color in a Variety of Lighting Conditions Using Neural Networks and Lego Mindstorms Robot Natasa Lazetic, Jianna Zhang	AAAI	2
2005	Machine Learning and Its Application at Nooksack Falls Hydroelectric Station Scott Alexander, Jianna Zhang	AAAI	2
2005	Minimizing Environmental Swings with a Recurrent Neural Network Control System Sam Skrivan, Jianna Zhang, Debra S. Jusak	AAAI	2
2004	A tutorial search engine based on Bayesian learning abstract We present the prototype of a tutorial search engine that applies Bayesian learning to generate a ranked list of documents relevant to a given user query. The initial knowledge base used for training was obtained from university students input via the data collecting web page. The search engine is built around an on-going Java tutorial system and encapsulated by a web-based interface. The preliminary tests show a successful search rate of 90% - 100% accuracy by counting whether or not all five top search results are relevant to a user request. Oystein Hernes, Jianna Zhang	ICMLA	2