Bee detection in bee hives using selective features from acoustic data

[1]  A. Datta,et al.  Design and development of low-power, long-range data acquisition system for beehives - BeeDAS , 2022, Comput. Electron. Agric..

[2]  Shah Jafor Sadeek Quaderi,et al.  Identify The Beehive Sound Using Deep Learning , 2022, International Journal of Computer Science & Information Technology (IJCSIT).

[3]  Sotirios Kontogiannis,et al.  Deep Learning Beehive Monitoring System for Early Detection of the Varroa Mite , 2022, Signals.

[4]  K. Munir,et al.  Incorporating CNN Features for Optimizing Performance of Ensemble Classifier for Cardiovascular Disease Prediction , 2022, Diagnostics.

[5]  M. Ijaz,et al.  Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy , 2022, Sensors.

[6]  M. Sharif,et al.  Monitoring honeybees (Apis spp.) (Hymenoptera: Apidae) in climate-smart agriculture: A review , 2021, Applied Entomology and Zoology.

[7]  Muhammad Abubakar Siddique,et al.  A Novel Approach to Railway Track Faults Detection Using Acoustic Analysis , 2021, Sensors.

[8]  Valentina Emilia Balas,et al.  Self-Learning Network-based segmentation for real-time brain M.R. images through HARIS , 2021, PeerJ Comput. Sci..

[9]  Fernando Wario,et al.  Soundscape Indices: New Features for Classifying Beehive Audio Samples , 2020, Sociobiology.

[10]  Simone Orcioni,et al.  A Smart Sensor-Based Measurement System for Advanced Bee Hive Monitoring † , 2020, Sensors.

[11]  Joseph A. Cazier,et al.  A method for mining combined data from in-hive sensors, weather and apiary inspections to forecast the health status of honey bee colonies , 2020, Comput. Electron. Agric..

[12]  Andrej Zgank,et al.  Bee Swarm Activity Acoustic Classification for an IoT-Based Farm Service , 2019, Sensors.

[13]  Gyu Sang Choi,et al.  Tweets Classification on the Base of Sentiments for US Airline Companies , 2019, Entropy.

[14]  Rohan Kumar Das,et al.  Low frequency frame-wise normalization over constant-Q transform for playback speech detection , 2019, Digit. Signal Process..

[15]  Sergio Gil-Lebrero,et al.  Effect of the climate change on honey bee colonies in a temperate Mediterranean zone assessed through remote hive weight monitoring system in conjunction with exhaustive colonies assessment. , 2019, The Science of the total environment.

[16]  D. Holway,et al.  The worldwide importance of honey bees as pollinators in natural habitats , 2018, Proceedings of the Royal Society B: Biological Sciences.

[17]  Carlos Eric Galván-Tejada,et al.  Frequency Analysis of Honey Bee Buzz for Automatic Recognition of Health Status: A Preliminary Study , 2017, Res. Comput. Sci..

[18]  P. Lens,et al.  Lactic acid fermentation of human excreta for agricultural application. , 2017, Journal of environmental management.

[19]  Andrew Horner,et al.  Effect of Spectral Centroid Manipulation on Discrimination and Identification of Instrument Timbres , 2014 .

[20]  N. Calderone,et al.  Insect Pollinated Crops, Insect Pollinators and US Agriculture: Trend Analysis of Aggregate Data for the Period 1992–2009 , 2012, PloS one.

[21]  Mickaël Henry,et al.  A Common Pesticide Decreases Foraging Success and Survival in Honey Bees , 2012, Science.

[22]  David Atauri Mezquida,et al.  Short communication. Platform for bee-hives monitoring based on sound analysis. A perpetual warehouse for swarm's daily activity , 2009 .

[23]  D. Berckmans,et al.  Monitoring of swarming sounds in bee hives for early detection of the swarming period , 2008 .

[24]  H. Frings,et al.  Reactions of Honey Bees in the Hive to Simple Sounds. , 1957, Science.

[25]  Gajanan K. Birajdar,et al.  Speech/music classification using visual and spectral chromagram features , 2020, J. Ambient Intell. Humaniz. Comput..

[26]  Olivier Debauche,et al.  Web Monitoring of Bee Health for Researchers and Beekeepers Based on the Internet of Things , 2018, ANT/SEIT.

[27]  S. Rigatti Random Forest. , 2017, Journal of insurance medicine.

[28]  D. Abrol Pollination Biology , 2012, Springer Netherlands.