Mevzuat ve İcrası
Girişimin ana amaçları, Ar-Ge’de AI konusunda ilerlemeler kat etmek; kamu ve özel sektörde güvenilir yapay zeka sistemlerinin geliştirilmesi ve kullanılmasında dünyaya öncülük etmek; ekonominin ve toplumun tüm sektörlerinde yapay zeka sistemlerinin entegrasyonu için mevcut ve gelecekteki işgücünü hazırlamak; ve her birinin diğerinin çalışmalarını bilgilendirmesini sağlamak için tüm kurumlar arasında devam eden AI faaliyetlerini koordine etmek.
Girişimi desteklemek için kurumlar arası komite ve ajans başkanları aracılığıyla hareket ederek yapay zeka Ar-Ge’si için tutarlı desteği sürdürmek, yapay zeka eğitimini ve işgücü eğitim programlarını desteklemek, disiplinler arası yapay zeka araştırmalarını desteklemektir. Eğitim programları, kurumlar arası AI faaliyetlerini planlar ve koordine eder, çeşitli paydaşlara sosyal yardım sağlar, girişim hedeflerini ilerletmek için mevcut yatırımlardan yararlanır, disiplinler arası yapay zeka araştırma enstitüleri ağını destekler; ve güvenilir yapay zeka sistemleri için Ar-Ge, değerlendirme ve kaynaklar konusunda stratejik müttefiklerle uluslararası işbirliği fırsatlarını destekler.
Ulusal AI Girişimi, akademi, endüstri, kar amacı gütmeyen kuruluşlar ve sivil toplum kuruluşları ile işbirliği içinde tüm departmanlar ve ajanslarında yapay zeka araştırma, geliştirme, gösterim ve eğitim faaliyetlerini güçlendirmek ve koordine etmek için kapsamlı bir çerçeve sağlar.
Strateji Dökümanları
Yayın Kütüphanesi
Dünyada 2020-2022 yıllarında Artificial Intelligence Wildfire alanında yapılmış makale listesi
| Authors | Author Full Names | Article Title | Source Title | ORCIDs | ISSN | eISSN | Publication Year | DOI | DOI Link |
| Pais, C; Miranda, A; Carrasco, J; Shen, ZJM | Pais, Cristobal; Miranda, Alejandro; Carrasco, Jaime; Shen, Zuo-Jun Max | Deep fire topology: Understanding the role of landscape spatial patterns in wildfire occurrence using artificial intelligence | ENVIRONMENTAL MODELLING & SOFTWARE | Miranda, Alejandro/0000-0002-8211-0179 | 1364-8152 | 1873-6726 | 2021 | 10.1016/j.envsoft.2021.105122 | http://dx.doi.org/10.1016/j.envsoft.2021.105122 |
| Galanis, M; Rao, K; Yao, XL; Tsai, YL; Ventura, J; Fricker, GA | Galanis, Marios; Rao, Krishna; Yao, Xinle; Tsai, Yi-Lin; Ventura, Jonathan; Fricker, G. Andrew | DamageMap: A post-wildfire damaged buildings classifier | INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION | Ventura, Jonathan/0000-0003-1661-8529; Tsai, Yi-Lin/0000-0002-6698-3762; Galanis, Marios Andreas/0000-0001-7200-7971 | 2212-4209 | 2021 | 10.1016/j.ijdrr.2021.102540 | http://dx.doi.org/10.1016/j.ijdrr.2021.102540 | |
| Zema, DA; Lucas-Borja, ME; Fotia, L; Rosaci, D; Sarne, GML; Zimbone, S | Zema, Demetrio Antonio; Lucas-Borja, Manuel Esteban; Fotia, Lidia; Rosaci, Domenico; Sarne, Giuseppe M. L.; Zimbone, Santo Marcello | Predicting the hydrological response of a forest after wildfire and soil treatments using an Artificial Neural Network | COMPUTERS AND ELECTRONICS IN AGRICULTURE | Zema, Demetrio/0000-0002-5743-3996; FOTIA, Lidia/0000-0002-7009-0166 | 0168-1699 | 1872-7107 | 2020 | 10.1016/j.compag.2020.105280 | http://dx.doi.org/10.1016/j.compag.2020.105280 |
| Farasin, A; Colomba, L; Garza, P | Farasin, Alessandro; Colomba, Luca; Garza, Paolo | Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data | APPLIED SCIENCES-BASEL | Farasin, Alessandro/0000-0001-9086-8679; Colomba, Luca/0000-0003-2911-4522; Garza, Paolo/0000-0002-1263-7522 | 2076-3417 | 2020 | 10.3390/app10124332 | http://dx.doi.org/10.3390/app10124332 | |
| Luccioni, A; Schmidt, V; Vardanyan, V; Bengio, Y | Luccioni, Alexandra; Schmidt, Victor; Vardanyan, Vahe; Bengio, Yoshua | Using Artificial Intelligence to Visualize the Impacts of Climate Change | IEEE COMPUTER GRAPHICS AND APPLICATIONS | 0272-1716 | 1558-1756 | 2021 | 10.1109/MCG.2020.3025425 | http://dx.doi.org/10.1109/MCG.2020.3025425 | |
| Piralilou, ST; Einali, G; Ghorbanzadeh, O; Nachappa, TG; Gholamnia, K; Blaschke, T; Ghamisi, P | Tavakkoli Piralilou, Sepideh; Einali, Golzar; Ghorbanzadeh, Omid; Nachappa, Thimmaiah Gudiyangada; Gholamnia, Khalil; Blaschke, Thomas; Ghamisi, Pedram | A Google Earth Engine Approach for Wildfire Susceptibility Prediction Fusion with Remote Sensing Data of Different Spatial Resolutions | REMOTE SENSING | Blaschke, Thomas/0000-0002-1860-8458; Ghorbanzadeh, Omid/0000-0002-9664-8770; Gholamnia, Khalil/0000-0002-3860-8674; Gudiyangada Nachappa, Thimmaiah/0000-0002-1341-3264 | 2072-4292 | 2022 | 10.3390/rs14030672 | http://dx.doi.org/10.3390/rs14030672 | |
| Wu, ZC; Li, MZ; Wang, B; Quan, Y; Liu, JY | Wu, Zechuan; Li, Mingze; Wang, Bin; Quan, Ying; Liu, Jianyang | Using Artificial Intelligence to Estimate the Probability of Forest Fires in Heilongjiang, Northeast China | REMOTE SENSING | 2072-4292 | 2021 | 10.3390/rs13091813 | http://dx.doi.org/10.3390/rs13091813 | ||
| Roy, P; Tamang, SK | Roy, Pamir; Tamang, S. K. | COVID-19 drugs invention using deep neural network models: an artificial intelligence approach | INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS | 1758-8715 | 1758-8723 | 2021 | 10.1504/IJIEI.2021.117058 | http://dx.doi.org/10.1504/IJIEI.2021.117058 | |
| Wang, SY; Dehghanian, P | Wang, Shiyuan; Dehghanian, Payman | On the Use of Artificial Intelligence for High Impedance Fault Detection and Electrical Safety | IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS | Dehghanian, Payman/0000-0003-2237-4284; Wang, Shiyuan/0000-0002-8898-2234 | 0093-9994 | 1939-9367 | 2020 | 10.1109/TIA.2020.3017698 | http://dx.doi.org/10.1109/TIA.2020.3017698 |
| Wu, ZC; Wang, B; Li, MZ; Tian, YP; Quan, Y; Liu, JY | Wu, Zechuan; Wang, Bin; Li, Mingze; Tian, Yuping; Quan, Ying; Liu, Jianyang | Simulation of forest fire spread based on artificial intelligence | ECOLOGICAL INDICATORS | 1470-160X | 1872-7034 | 2022 | 10.1016/j.ecolind.2022.108653 | http://dx.doi.org/10.1016/j.ecolind.2022.108653 | |
| Miranda, A; Carrasco, J; Gonzalez, M; Pais, C; Lara, A; Altamirano, A; Weintraub, A; Syphard, AD | Miranda, Alejandro; Carrasco, Jaime; Gonzalez, Mauro; Pais, Cristobal; Lara, Antonio; Altamirano, Adison; Weintraub, Andres; Syphard, Alexandra D. | Evidence-based mapping of the wildland-urban interface to better identify human communities threatened by wildfires | ENVIRONMENTAL RESEARCH LETTERS | Miranda, Alejandro/0000-0002-8211-0179 | 1748-9326 | 2020 | 10.1088/1748-9326/ab9be5 | http://dx.doi.org/10.1088/1748-9326/ab9be5 | |
| Li, JY; Zhou, GX; Chen, AB; Lu, C; Li, LJ | Li, Jiayong; Zhou, Guoxiong; Chen, Aibin; Lu, Chao; Li, Liujun | BCMNet: Cross-Layer Extraction Structure and Multiscale Downsampling Network With Bidirectional Transpose FPN for Fast Detection of Wildfire Smoke | IEEE SYSTEMS JOURNAL | 1932-8184 | 1937-9234 | 10.1109/JSYST.2022.3193951 | http://dx.doi.org/10.1109/JSYST.2022.3193951 | ||
| Castagno, J; Romano, M; Kuevor, P; Atkins, E | Castagno, Jeremy; Romano, Matthew; Kuevor, Prince; Atkins, Ella | Multi-Unmanned-Aerial-Vehicle Wildfire Boundary Estimation Using a Semantic Segmentation Neural Network | JOURNAL OF AEROSPACE INFORMATION SYSTEMS | 2327-3097 | 2021 | 10.2514/1.I010912 | http://dx.doi.org/10.2514/1.I010912 | ||
| Grasso, P; Innocente, MS | Grasso, Paolo; Innocente, Mauro S. | Physics-based model of wildfire propagation towards faster-than-real-time simulations | COMPUTERS & MATHEMATICS WITH APPLICATIONS | Innocente, Mauro Sebastián/0000-0001-8836-2839; Grasso, Paolo/0000-0003-1195-1859 | 0898-1221 | 1873-7668 | 2020 | 10.1016/j.camwa.2020.05.009 | http://dx.doi.org/10.1016/j.camwa.2020.05.009 |
| Sefercik, UG; Kavzoglu, T | Sefercik, Umut Gunes; Kavzoglu, Taskin | EARLY WARNING, DETECTION, MONITORING AND RESPONSE STRATEGIES FOR FOREST FIRES USING REMOTE SENSING TECHNOLOGIES | FOREST FIRES: Causes, Effects, Monitoring, Precautions and Rehabilitation Activities | Kavzoglu, Taskin/0000-0002-9779-3443 | 2021 | 10.53478/TUBA.2021.044 | http://dx.doi.org/10.53478/TUBA.2021.044 | ||
| Snowdon, JL; Robinson, B; Staats, C; Wolsey, K; Sands-Lincoln, M; Strasheim, T; Brotman, D; Keating, K; Schnitter, E; Jackson, G; Kassler, W | Snowdon, Jane L.; Robinson, Barbie; Staats, Carolyn; Wolsey, Kenneth; Sands-Lincoln, Megan; Strasheim, Thomas; Brotman, David; Keating, Katie; Schnitter, Elizabeth; Jackson, Gretchen; Kassler, William | Empowering Caseworkers to Better Serve the Most Vulnerable with a Cloud-Based Care Management Solution | APPLIED CLINICAL INFORMATICS | 1869-0327 | 2020 | 10.1055/s-0040-1715894 | http://dx.doi.org/10.1055/s-0040-1715894 | ||
| Larsen, A; Hanigan, I; Reich, BJ; Qin, Y; Cope, M; Morgan, G; Rappold, AG | Larsen, Alexandra; Hanigan, Ivan; Reich, Brian J.; Qin, Yi; Cope, Martin; Morgan, Geoffrey; Rappold, Ana G. | A deep learning approach to identify smoke plumes in satellite imagery in near-real time for health risk communication | JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY | Morgan, Geoffrey/0000-0003-4046-2405; Reich, Brian/0000-0002-5473-120X; Rappold, Ana/0000-0002-7696-0900 | 1559-0631 | 1559-064X | 2021 | 10.1038/s41370-020-0246-y | http://dx.doi.org/10.1038/s41370-020-0246-y |
| Jung, D; Tuan, VT; Tran, DQ; Park, M; Park, S | Jung, Daekyo; Vu Tran Tuan; Dai Quoc Tran; Park, Minsoo; Park, Seunghee | Conceptual Framework of an Intelligent Decision Support System for Smart City Disaster Management | APPLIED SCIENCES-BASEL | Tran, Dai Quoc/0000-0003-2652-821X; Park, Minsoo/0000-0002-5096-3310 | 2076-3417 | 2020 | 10.3390/app10020666 | http://dx.doi.org/10.3390/app10020666 | |
| Mastro, P; Masiello, G; Serio, C; Pepe, A | Mastro, Pietro; Masiello, Guido; Serio, Carmine; Pepe, Antonio | Change Detection Techniques with Synthetic Aperture Radar Images: Experiments with Random Forests and Sentinel-1 Observations | REMOTE SENSING | Masiello, Guido/0000-0002-7986-8296; Serio, Carmine/0000-0002-5931-7681; Pepe, Antonio/0000-0002-7843-3565 | 2072-4292 | 2022 | 10.3390/rs14143323 | http://dx.doi.org/10.3390/rs14143323 | |
| Dewangan, A; Pande, Y; Braun, HW; Vernon, F; Perez, I; Altintas, I; Cottrell, GW; Nguyen, MH | Dewangan, Anshuman; Pande, Yash; Braun, Hans-Werner; Vernon, Frank; Perez, Ismael; Altintas, Ilkay; Cottrell, Garrison W.; Nguyen, Mai H. | FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection | REMOTE SENSING | Cottrell, Garrison/0000-0001-7538-1715 | 2072-4292 | 2022 | 10.3390/rs14041007 | http://dx.doi.org/10.3390/rs14041007 | |
| Bobdey, S; Ray, S | Bobdey, Saurabh; Ray, Sougat | Going viral – Covid-19 impact assessment: A perspective beyond clinical practice | JOURNAL OF MARINE MEDICAL SOCIETY | Ray, Sougat/0000-0002-5619-0953 | 0975-3605 | 2589-1235 | 2020 | 10.4103/jmms.jmms_12_20 | http://dx.doi.org/10.4103/jmms.jmms_12_20 |
| Huang, YH; Jin, YF; Schwartz, MW; Thorne, JH | Huang, Yuhan; Jin, Yufang; Schwartz, Mark W.; Thorne, James H. | Intensified burn severity in California’s northern coastal mountains by drier climatic condition | ENVIRONMENTAL RESEARCH LETTERS | Schwartz, Mark/0000-0002-3739-6542; Huang, Yuhan/0000-0001-7478-1442 | 1748-9326 | 2020 | 10.1088/1748-9326/aba6af | http://dx.doi.org/10.1088/1748-9326/aba6af | |
| Kim, Y; Jeong, MH; Youm, M; Kim, J; Kim, J | Kim, Yunhee; Jeong, Myeong-Hun; Youm, Minkyo; Kim, Junkyeong; Kim, Jinpyung | Recovery of Forest Vegetation in a Burnt Area in the Republic of Korea: A Perspective Based on Sentinel-2 Data | APPLIED SCIENCES-BASEL | JEONG, MYEONG-HUN/0000-0003-4850-8121; Kim, Yunhee/0000-0002-9699-0218 | 2076-3417 | 2021 | 10.3390/app11062570 | http://dx.doi.org/10.3390/app11062570 | |
| Kang, J; Tariq, S; Oh, H; Woo, SS | Kang, Junhyung; Tariq, Shahroz; Oh, Han; Woo, Simon S. | A Survey of Deep Learning-Based Object Detection Methods and Datasets for Overhead Imagery | IEEE ACCESS | Tariq, Shahroz/0000-0001-9090-0579; Kang, Junhyung/0000-0003-1258-6232 | 2169-3536 | 2022 | 10.1109/ACCESS.2022.3149052 | http://dx.doi.org/10.1109/ACCESS.2022.3149052 | |
| Planke, LJ; Lim, YX; Gardi, A; Sabatini, R; Kistan, T; Ezer, N | Planke, Lars J.; Lim, Yixiang; Gardi, Alessandro; Sabatini, Roberto; Kistan, Trevor; Ezer, Neta | A Cyber-Physical-Human System for One-to-Many UAS Operations: Cognitive Load Analysis | SENSORS | Sabatini, Roberto/0000-0002-3399-2291; Kistan, Trevor/0000-0002-2110-7021; Gardi, Alessandro G. M./0000-0003-4995-4166; Lim, Yixiang/0000-0002-7840-1571 | 1424-8220 | 2020 | 10.3390/s20195467 | http://dx.doi.org/10.3390/s20195467 | |
| Pathan, S; Siddalingaswamy, PC; Ali, T | Pathan, Sameena; Siddalingaswamy, P. C.; Ali, Tanweer | Automated Detection of Covid-19 from Chest X-ray scans using an optimized CNN architecture | APPLIED SOFT COMPUTING | Ali, Tanweer/0000-0002-1959-0480; PC, Siddalingaswamy/0000-0002-7597-7591 | 1568-4946 | 1872-9681 | 2021 | 10.1016/j.asoc.2021.107238 | http://dx.doi.org/10.1016/j.asoc.2021.107238 |
| Meng, D; Xiao, Y; Guo, ZW; Jolfaei, A; Qin, LX; Lu, XT; Xiang, Q | Meng, Dian; Xiao, Yang; Guo, Zhiwei; Jolfaei, Alireza; Qin, Lanxia; Lu, Xinting; Xiang, Qiao | A data-driven intelligent planning model for UAVs routing networks in mobile Internet of Things | COMPUTER COMMUNICATIONS | Guo, Zhiwei/0000-0001-8868-6913; Jolfaei, Alireza/0000-0001-7818-459X | 0140-3664 | 1873-703X | 2021 | 10.1016/j.comcom.2021.08.014 | http://dx.doi.org/10.1016/j.comcom.2021.08.014 |
| Dahal, D; Pastick, NJ; Boyte, SP; Parajuli, S; Oimoen, MJ; Megard, LJ | Dahal, Devendra; Pastick, Neal J.; Boyte, Stephen P.; Parajuli, Sujan; Oimoen, Michael J.; Megard, Logan J. | Multi-Species Inference of Exotic Annual and Native Perennial Grasses in Rangelands of the Western United States Using Harmonized Landsat and Sentinel-2 Data | REMOTE SENSING | Parajuli, Sujan/0000-0002-1652-3063 | 2072-4292 | 2022 | 10.3390/rs14040807 | http://dx.doi.org/10.3390/rs14040807 | |
| Phelps, N; Woolford, DG | Phelps, Nathan; Woolford, Douglas G. | Comparing calibrated statistical and machine learning methods for wildland fire occurrence prediction: a case study of human-caused fires in Lac La Biche, Alberta, Canadac | INTERNATIONAL JOURNAL OF WILDLAND FIRE | 1049-8001 | 1448-5516 | 2021 | 10.1071/WF20139 | http://dx.doi.org/10.1071/WF20139 | |
| Subramanian, SG; Taylor, ME; Larson, K; Crowley, M | Subramanian, Sriram Ganapathi; Taylor, Matthew E.; Larson, Kate; Crowley, Mark | Multi-Agent Advisor Q-Learning | JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | 1076-9757 | 1943-5037 | 2022 | |||
| Khan, S; Muhammad, K; Hussain, T; Del Ser, J; Cuzzolin, F; Bhattacharyya, S; Akhtar, Z; de Albuquerque, VHC | Khan, Salman; Muhammad, Khan; Hussain, Tanveer; Del Ser, Javier; Cuzzolin, Fabio; Bhattacharyya, Siddhartha; Akhtar, Zahid; de Albuquerque, Victor Hugo C. | DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments | EXPERT SYSTEMS WITH APPLICATIONS | Khan, Salman/0000-0002-9706-4005; de Albuquerque, Victor Hugo C./0000-0003-3886-4309; Hussain, Tanveer/0000-0003-4861-8347; Muhammad, Khan/0000-0003-4055-7412 | 0957-4174 | 1873-6793 | 2021 | 10.1016/j.eswa.204.115125 | http://dx.doi.org/10.1016/j.eswa.204.115125 |
| Farhani, G; Sica, RJ; Daley, MJ | Farhani, Ghazal; Sica, Robert J.; Daley, Mark Joseph | Classification of lidar measurements using supervised and unsupervised machine learning methods | ATMOSPHERIC MEASUREMENT TECHNIQUES | Sica, Robert/0000-0003-2964-1664; Daley, Mark/0000-0002-6939-9772 | 1867-1381 | 1867-8548 | 2021 | 10.5194/amt-14-391-2021 | http://dx.doi.org/10.5194/amt-14-391-2021 |
| Wang, MF; Gao, GD; Huang, HL; Heidari, AA; Zhang, Q; Chen, HL; Tang, WY | Wang, Maofa; Gao, Guangda; Huang, Hongliang; Heidari, Ali Asghar; Zhang, Qian; Chen, Huiling; Tang, Weiyu | A Principal Component Analysis-Boosted Dynamic Gaussian Mixture Clustering Model for Ignition Factors of Brazil’s Rainforests | IEEE ACCESS | Chen, Huiling/0000-0002-7714-9693; Heidari, Ali Asghar/0000-0001-6938-9948; Huang, Hongliang/0000-0002-5819-8633; Tang, Weiyu/0000-0003-0145-7064; , maofa/0000-0001-6517-4042 | 2169-3536 | 2021 | 10.1109/ACCESS.2021.3122112 | http://dx.doi.org/10.1109/ACCESS.2021.3122112 | |
| Zhang, HG; Liang, ZH; Liu, HJ; Wang, R; Liu, YA | Zhang, HongGuang; Liang, ZiHan; Liu, HuaJian; Wang, Rui; Liu, YuanAn | Ensemble framework by using nature inspired algorithms for the early-stage forest fire rescue-A case study of dynamic optimization problems | ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | 0952-1976 | 1873-6769 | 2020 | 10.1016/j.engappai.2020.103517 | http://dx.doi.org/10.1016/j.engappai.2020.103517 | |
| Wu, XH; Cao, YC; Lu, XB; Leung, H | Wu, Xuehui; Cao, Yichao; Lu, Xiaobo; Leung, Henry | Patchwise dictionary learning for video forest fire smoke detection in wavelet domain | NEURAL COMPUTING & APPLICATIONS | 0941-0643 | 1433-3058 | 2021 | 10.1007/s00521-020-05541-y | http://dx.doi.org/10.1007/s00521-020-05541-y |