JAABA: interactive machine learning for automatic annotation of animal behavior

We present a machine learning-based system for automatically computing interpretable, quantitative measures of animal behavior. Through our interactive system, users encode their intuition about behavior by annotating a small set of video frames. These manual labels are converted into classifiers that can automatically annotate behaviors in screen-scale data sets. Our general-purpose system can create a variety of accurate individual and social behavior classifiers for different organisms, including mice and adult and larval Drosophila.

Antioxidant Properties of Bee Products of Plant- Origin Part 2. Propolis and Pollen

Over the last years, the hive products such as propolis and pollen have been highlighted due to their potential health benefits, including antioxidant abilities that have been correlated with their content in phenolic compounds. Regardless of the several factors that may affect propolis and pollen antioxidant activity, these products have been shown to possess, either through the use of in vitro or in vivo models, important features concerning the modulation of cellular oxidative stress caused by environmental factors (e.g. UV-light), metals, pesticides and other xenobiotics. This modulatory effect focus not only on the capture of radicals that these elements might eventually generate, but also by the activation of cellular antioxidant mechanisms such as enzymatic antioxidants or by modifying gene expression patterns. Although the mechanisms behind these responses are not fully known, it has been showed that caffeic acid phenethyl ester, pinocembrin and chrisin are some of the compounds responsible for some of these responses. Taking into account the gathered results, propolis and pollen can be viewed as potential agents in the re-stabilization of cellular oxidative imbalance and in the prevention of oxidative stress related diseases.

Social and economic characteristics of Spanish-origin hired farmworkers in 1973 /

"Revised version of a paper presented to the annual meeting of the Rural Sociological Society, San Francisco, Calif., August 1975."

The charter of the Union Academy, with a concise account of its origin, etc.

Mode of access: Internet.

The primitive Aryans of America; origin of the Aztecs and kindred tribes, showing their relationship to the Indo-Iranians and the place of the Nauatl or Mexican in the Aryan group of languages,

"Authorities consulted": p. 171-181.

[Persons of Hispanic origin in the United States, 1990 /

"These tables present 1990 census estimates of 28 Hispanic origin groups, based on sample tabulations, for the United States and each state"--Letter of transmittal.

Corporations; a study of the origin and development of great business combinations and of their relation to the authority of the state.

Mode of access: Internet.

Control of animal production odors : the state of the art /

Bibliography: p. 47-58.

The food of the future; a summary of arguments in favour of a non-flesh diet,

Mode of access: Internet.

The book of household management : comprising information for the mistress, housekeeper, cook, kitchen-maid, butler, footman, coachman, valet, upper and under house maids, lady's-maid, maid-of-all-work, laundry-maid, nurse and nurse-maid, monthly, wet, and sick nurses, etc. etc. : also, sanitary, medical, and legal memoranda : with a history of the origin, properties, and uses of all things connected with home life and comfort /

Includes index.

Fruits and farinacea : the proper food of man : being an attempt to prove from history, anatomy physiology, and chemistry, that the original, natural, and best diet of man is derived from the vegetable kingdom /

"Explanation of terms": p. [17]-[19].

Insect food of fresh-water fishes /

"Reprinted from the Fourth annual report of the Commission of Conservation"