Same/Different Concept Learning and Category Discrimination in Honeybees.

Ph.D. Thesis. University of Hawaiʻi at Mānoa 2018

Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators’ Reactions.

Detection of aesthetic highlights is a challenge for understanding the affective processes taking place during movie watching. In this paper we study spectators’ responses to movie aesthetic stimuli in a social context. Moreover, we look for uncovering the emotional component of aesthetic highlights in movies. Our assumption is that synchronized spectators’ physiological and behavioral reactions occur during these highlights because: (i) aesthetic choices of filmmakers are made to elicit specific emotional reactions (e.g. special effects, empathy and compassion toward a character, etc.) and (ii) watching a movie together causes spectators’ affective reactions to be synchronized through emotional contagion. We compare different approaches to estimation of synchronization among multiple spectators’ signals, such as pairwise, group and overall synchronization measures to detect aesthetic highlights in movies. The results show that the unsupervised architecture relying on synchronization measures is able to capture different properties of spectators’ synchronization and detect aesthetic highlights based on both spectators’ electrodermal and acceleration signals. We discover that pairwise synchronization measures perform the most accurately independently of the category of the highlights and movie genres. Moreover, we observe that electrodermal signals have more discriminative power than acceleration signals for highlight detection

Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets

Identifying weather patterns that frequently lead to extreme weather events is a crucial first step in understanding how they may vary under different climate change scenarios. Here, we propose an automated method for recognizing atmospheric rivers (ARs) in climate data using topological data analysis and machine learning. The method provides useful information about topological features (shape characteristics) and statistics of ARs. We illustrate this method by applying it to outputs of version 5.1 of the Community Atmosphere Model version 5.1 (CAM5.1) and the reanalysis product of the second Modern-Era Retrospective Analysis for Research and Applications (MERRA-2). An advantage of the proposed method is that it is threshold-free – there is no need to determine any threshold criteria for the detection method – when the spatial resolution of the climate model changes. Hence, this method may be useful in evaluating model biases in calculating AR statistics. Further, the method can be applied to different climate scenarios without tuning since it does not rely on threshold conditions. We show that the method is suitable for rapidly analyzing large amounts of climate model and reanalysis output data.</p

Using Tactile Pressure Sensors to Measure Lateral Spreading Induced Earth Pressures Against a Large, Rigid Foundation

Two centrifuge tests were performed at the NEES facility at Rensselaer Polytechnic Institute (RPI) to observe lateral earth pressures mobilized against a rigid foundation element during liquefaction-induced lateral spreading, as part of a larger NEESR study aimed at developing novel approaches to mitigate the effects of seismically-induced ground failures on large, rigid foundation elements. Models were constructed in a laminar box to allow unimpeded downslope soil displacement, and the sand in the model was liquefied during the centrifuge test. Lateral pressures prior to, during, and after shaking and liquefaction were directly measured using a novel device: tactile pressure sensors. Prior to testing the production models, several 1g and centrifuge experiments were conducted to determine whether the tactile pressure sensors would accurately measure pressures. Using the tactile pressure sensor and configuration described in this paper, geostatic pressures measured prior to the shaking agreed well with the anticipated theoretical at-rest earth pressures. In this paper, we describe these initial tests, the challenges that were encountered, methods employed to overcome these challenges, and the production centrifuge tests

Recognizing Induced Emotions of Movie Audiences: Are Induced and Perceived Emotions the Same?

Predicting the emotional response of movie audi- ences to affective movie content is a challenging task in affective computing. Previous work has focused on using audiovisual movie content to predict movie induced emotions. However, the relationship between the audience’s perceptions of the affective movie content (perceived emotions) and the emotions evoked in the audience (induced emotions) remains unexplored. In this work, we address the relationship between perceived and in- duced emotions in movies, and identify features and modelling approaches effective for predicting movie induced emotions. First, we extend the LIRIS-ACCEDE database by annotating perceived emotions in a crowd-sourced manner, and find that perceived and induced emotions are not always consistent. Second, we show that dialogue events and aesthetic highlights are effective predictors of movie induced emotions. In addition to movie based features, we also study physiological and be- havioural measurements of audiences. Our experiments show that induced emotion recognition can benefit from including temporal context and from including multimodal information. Our study bridges the gap between affective content analysis and induced emotion prediction

4th International Workshop on Multimodal Affect and Aesthetic Experience

"Aesthetic experience"corresponds to the inner state of a person exposed to the form and content of artistic objects. Quantifying and interpreting the aesthetic experience of people in various contexts contribute towards a) creating context, and b) better understanding people's affective reactions to aesthetic stimuli. Focusing on different types of artistic content, such as movie, music, literature, urban art, ancient artwork, and modern interactive technology, the 4th international workshop on Multimodal Affect and Aesthetic Experience (MAAE) aims to enhance interdisciplinary collaboration among researchers from affective computing, aesthetics, human-robot/computer interaction, digital archaeology and art, culture, ethics, and addictive games

Three FLOWERING LOCUS T-like genes function as potential florigens and mediate photoperiod response in sorghum

Sorghum is a typical short-day (SD) plant and its use in grain or biomass production in temperate regions depends on its flowering time control, but the underlying molecular mechanism of floral transition in sorghum is poorly understood. Here we characterized sorghum FLOWERING LOCUS T (SbFT) genes to establish a molecular road map for mechanistic understanding. Out of 19 PEBP genes, SbFT1, SbFT8 and SbFT10 were identified as potential candidates for encoding florigens using multiple approaches. Phylogenetic analysis revealed that SbFT1 clusters with the rice Hd3a subclade, while SbFT8 and SbFT10 cluster with the maize ZCN8 subclade. These three genes are expressed in the leaf at the floral transition initiation stage, expressed early in grain sorghum genotypes but late in sweet and forage sorghum genotypes, induced by SD treatment in photoperiod-sensitive genotypes, cooperatively repressed by the classical sorghum maturity loci, interact with sorghum 14-3-3 proteins and activate flowering in transgenic Arabidopsis plants, suggesting florigenic potential in sorghum. SD induction of these three genes in sensitive genotypes is fully reversed by 1 wk of long-day treatment, and yet, some aspects of the SD treatment may still make a small contribution to flowering in long days, indicating a complex photoperiod response mediated by SbFT genes

Оцінка морфофункціонального стану організму щурів за вивчення токсичності препарату на основі тилмікозину

The article presents the study results of the acute and subacute toxicity of the veterinary drug “Tylmozyn 25” (solution for oral administration) based on tilmicosin. Intra-gastric administration of “Tylmozyn 25” to white mice at a dose of 25000 mg/kg of body weight caused the death of 100% of the animals, a dose of 15000 mg/kg of body weight caused the death of 66% of the white mice. The average time of death was 2 and 5 hours correspondingly. While determining the toxicity of “Tylmozyn 25” in white rats, we did not spot the death of any studied animal at any administered dose (5000, 15000, 25000 mg/kg of body weight). Based on the result of our study, we conclude that the veterinary drug Tylmozyn 25 belongs to the fourth of toxicity class – low toxic substances. LD50 of Tylmozyn 25 in white mice is 14167 mg/kg, while in white rats LD50 is higher than 25000 mg/kg. Testing on white rats intra-gastric drug “Tylmozyn 25” during for 14 days, both in therapeutic (80 mg/kg of body weight) and 10-fold doses (800 mg/kg of body weight) did not cause animal death, but caused a decrease in body weight, a significant decrease in the coefficients of weight of the liver and spleen and a tendency to increase the coefficients of weight of the heart and lungs compared with the animals of the control group. Animals which got the drug at a dose of 800 mg/kg of body weight showed erythrocytosis, leukopenia, increased enzymatic activity of AST, ALT, and LDH, the content of total protein against to decrease urea and creatinine, which may indicate impaired liver, kidney function and hematopoietic organs. The macroscopic and microscopic structure of the internal organs of the experimental rats is preserved. Rats receiving a tenfold therapeutic dose of the drug for 14 days, histologically revealed the most granular protein dystrophy in the liver and kidneys, which was manifested by discomplexation of the lamellae, presence of hepatocytes with uneven granular cytoplasm, slightly colored cytoplasm, hypertrophied nuclei, renal convoluted tubules and narrowing of their lumen, compaction of the mesh of the renal corpuscle. In the myocardium, the branching, swelling of the muscle fibers, swelling of the stroma with cell infiltrates, mainly of the lympho-histiocytic series, was observed, which indicated the development of serosa myocarditis. Structural changes in the liver, kidneys and heart were confirmed by biochemical parameters of the enzymatic activity of the serum of rats of this group.У статті наведені результати вивчення гострої та підгострої токсичності препарату “Тилмозин 25” (розчин для перорального застосування), виготовленого на основі тилмікозину. Внутрішньошлункове введення препарату “Тилмозин 25” білим мишам, у дозі 25000 мг/кг маси тіла викликало 100% загибель тварин, доза 15000 мг/кг – 66% загибелі тварин. Середній час загибелі становив 2 та 5 годин відповідно. При визначенні гострої токсичності препарату “Тилмозин 25” на білих щурах загибелі тварин не виявляли за введення жодної з доз (5000, 15000, 25000 мг/кг маси тіла). У результаті проведених досліджень було встановлено, що препарат “Тилмозин 25” належить до 4-го класу токсичності – малотоксичні речовини. ЛД50 при його внутрішньошлунковому введенні білим мишам становить 14167 мг/кг, а для білих щурів є більшою за 25000&nbsp;мг/кг. Застосування білим щурам внутрішньошлунково препарату “Тилмозин 25” впродовж 14 діб як у терапевтичній (80 мг/кг маси тіла), так і 10-кратній дозах (800 мг/кг маси тіла) не викликало загибелі тварин, проте спричиняло зменшення маси тіла, достовірне зниження коефіцієнтів маси печінки та селезінки і тенденцію до збільшення коефіцієнтів маси серця і легень порівняно з тваринами контрольної групи. У тварин, які отримували досліджуваний препарат в дозі 800 мг/кг маси тіла, встановлено еритроцитоз, лейкопенію, підвищення активності АлАТ, АсАТ, ЛДГ, вмісту загального білка на фоні зниження вмісту сечовини та креатиніну, що може вказувати на порушення функції печінки, нирок та органів кровотворення. Макроскопічна та мікроскопічна структура внутрішніх органів досліджуваних груп щурів збережена. У щурів, які отримували 10-кратну терапевтичну дозу препарату впродовж 14 діб, гістологічно виявляли вогнища зернистої білкової дистрофії в печінці та нирках, що проявлялося дискомплексацією пластинчатої будови печінкових часточок, наявність гепатоцитів з неоднорідною, зернистою, слабо забарвленою цитоплазмою та гіпертрофованими ядрами, набуханням епітелію звивистих ниркових канальців та звуженням їхнього просвіту, ущільненням сітки ниркових клубочків. У міокарді спостерігали розволокнення, набухання м’язових волокон, набряк строми з клітинними інфільтратами переважно лімфо-гістіоцитарного ряду, що вказувало на розвиток серозного міокардиту. Встановлені структурні зміни у печінці, нирках, серці були підтверджені біохімічними показниками ферментативної активності сироватки крові щурів даної групи

Recognizing Induced Emotions of Movie Audiences From Multimodal Information

Recognizing emotional reactions of movie audiences to affective movie content is a challenging task in affective computing. Previous research on induced emotion recognition has mainly focused on using audio-visual movie content. Nevertheless, the relationship between the perceptions of the affective movie content (perceived emotions) and the emotions evoked in the audiences (induced emotions) is unexplored. In this work, we studied the relationship between perceived and induced emotions of movie audiences. Moreover, we investigated multimodal modelling approaches to predict movie induced emotions from movie content based features, as well as physiological and behavioral reactions of movie audiences. To carry out analysis of induced and perceived emotions, we first extended an existing database for movie affect analysis by annotating perceived emotions in a crowd-sourced manner. We find that perceived and induced emotions are not always consistent with each other. In addition, we show that perceived emotions, movie dialogues, and aesthetic highlights are discriminative for movie induced emotion recognition besides spectators’ physiological and behavioral reactions. Also, our experiments revealed that induced emotion recognition could benefit from including temporal information and performing multimodal fusion. Moreover, our work deeply investigated the gap between affective content analysis and induced emotion recognition by gaining insight into the relationships between aesthetic highlights, induced emotions, and perceived emotions

Comparison of electrohysterogram signal measured by surface electrodes with different designs: A computational study with dipole band and abdomen models

Non-invasive measurement of uterine activity using electrohysterogram (EHG) surface electrodes has been attempted to monitor uterine contraction. This study aimed to computationally compare the performance of acquiring EHG signals using monopolar electrode and three types of Laplacian concentric ring electrodes (bipolar, quasi-bipolar and tri-polar). With the implementation of dipole band model and abdomen model, the performances of four electrodes in terms of the local sensitivity were quantifed by potential attenuation. Furthermore, the efects of fat and muscle thickness on potential attenuation were evaluated using the bipolar and tri-polar electrodes with diferent radius. The results showed that all the four types of electrodes detected the simulated EHG signals with consistency. That the bipolar and tri-polar electrodes had greater attenuations than the others, and the shorter distance between the origin and location of dipole band at 20dB attenuation, indicating that they had relatively better local sensitivity. In addition, ANOVA analysis showed that, for all the electrodes with diferent outer ring radius, the efects of fat and muscle on potential attenuation were signifcant (all p<0.01). It is therefore concluded that the bipolar and tri-polar electrodes had higher local sensitivity than the others, indicating that they can be applied to detect EHG efectively