Results

Forecasting of the Traffic Situation in the Hannover Region

The main requirement of road traffic participants is to know the current traffic situation. Such data is typically obtained from routing services where the time of many different individual trips is taken into account.

In the context of Data4UrbanMobility tools were developed that allow to predict the traffic situation based on such time series data. The following figure presents an interface to visualize typical time series patterns as well as outliers present in the data:

The prediction of the traffic situation is made available in the form of a map based interface for the end user:

Data4UrbanMobility Data Protection Regulation

The work on the Data4UrbanMobility data protection regulation is completed. The document is publicly available and can be found here.

First Version of MiC-App Available

A first version of the novel MiC-App (Move in the City) App is now available for D4UM-associates as well as a protected group of public users. The mobile MiC-App is a tool to gather data.

MiC was developed by the Institute for Sustainable Urbanism at the University of Braunschweig and the Projektionisten GmbH. MiC links the growing  awareness of  digital citizen rights with the potential of evaluation big datasets. Therefore MiC gives the opportunity to citizen to actively participate in a citizen science project to take part in the development of the mobility of the feature.

MiC gathers data of the users movement, where the user has the about which data should be recorded. All data is pseudonymised such that the privacy of the contributing citizen is ensured.

Current Status:

In the first version of the app, the user can easily start and end the tracking of his/her movement. It is worth to point out, that the user decides when he is tracked and when not. A summary of his/her activity is available for the user as well as the opportunity to issue feedback or even delete all of his contributed data.

Updated System with Dashboard V2

With the new version of our system,  the dashboard will provide even more insights into the impact of public events on the traffic situation.

The coloring and labels let us easily distinguish between the different type of events. By clicking on the label we show the typically affected subgraph for that event type. This allows the user to check what specific routes are typically affected by an event at that location.

Examples: Visualisation of a concert and a football game.

In addition, the graph at the top right gives additional information on how big the impact around the events start time tends to be.

{API}
We enriched the api endpoints with additional information from the data models that were developed as part of the research efforts.

D4UM App Version 1.0

We just released the first Version of the D4UM App. Every project member now has access to the application and can try out its features. Let’s quickly go over some of its main features.
The EFA integration (EFA is a routing engine covering Lower Saxony and Bremen ) allows for quick access to tip information using all available public transport options. Our focus, when designing the application, was on quick and easy navigation to provide a simple and easy to use trip planning tool.

Departures and Connections

On the departure screen we show the user the closes stops for public transportation in his immediate vicinity. On the connection screen the user can fill in his desired starting location( either an address or an existing stop ) and destination and query for what connections are available to him. The provided information contains real time data , meaning we are able to visualized delays for any given connection.

 

 

Map

On the map screen you can see and or find all available stops of public transportation. This allows for providing the user with a great way to find out what stops are available in their city. By clicking on any of the shown stops will open the departure screen and provide you with the information mentioned above. To better visualize a selected connection, we show the route you plan to travel on the map.

 

Menu / Settings

Additional features can be found in the settings menu of the application. Here you can find settings that allow you to customize your routing results for both the departures and connection screen. The best way to let us know what you think about the application is to use the feedback module. This can be found here as well. First click on the emoji that best describe how you feel about the app. And then put in any additional information or ideas or thoughts you may have. Now what is left is just to press send and you will send us an email.

We look forward to hearing from you.

Quantification  and Prediction of Impact of Public Events

Current Data4UrbanMobility research results allow for measuring and prediction of spatial impact on road traffic of public events. Connected, affected street segments nearby public events are identified to measure the spatial impact. The approach is depicted in the following figure:

(Karte von https://www.openstreetmap.org)

An event is marked as yellow dot, affected streets in red and the measured impact in dark blue. Moreover, an approach making use of machine learning algorithms was developed to predict the impact determined in this way, resulting an error-reduction of up to 40% when compared to existing state-of-the-art approaches.

D4UM – Platform V1 Released

The first version of the Data4UrbanMobiltiy platform has been released. The platform was designed and implemented following a 3-tier-architecture. The platform provides RESTfull Web services for mobility applications like dashboards or mobile apps. As a demonstration, an interactive map application has been developed that visualizes the spatial impact of public events. The following figure shows a screenshot of the application.

The figure shows 4 public events in the city of Hannover. The colors represent different types of public events (e.g. concerts, fairs, sport events). The circles visualize the spatial impact on road traffic caused by the public events.

Comprehensive Set of Requirements

The Data4UrbanMobility analysis of requirements includes requirements of the application partners Region Hannover (RH) and Wolfsburg AG (WAG) as well as non functional requirements. The requirements were collected by MOMA. The L3S derived research question for data analysis which are based  on the requirements of RH and WAG. The research question address especially the information needs of end-users.

The current research questions particularly include

  1. Automated verification of traffic warnings and prediction of their impact
  2. Identification of events and prediction of their impact
  3. Investigation of correlation of road traffic data, public transportation query logs, traffic warnings and twitterfeeds
  4. Determination of optimal traveling timepoints

Growing Data Collection

ISU create a comprehensive data matrix containing potential source of mobility related data. The Data4UrbanMobility data model describes all project relevant data sets and sets them into context. This makes the data available in a unified manor for both analysis and applications. The selected data sources were transformed according to the Data4UrbanMobility data model by L3S. The data quality of selected data sources (i.e. public transportation query logs and road traffic data) was examined.

Tools for extracting the relevant information from the datasets were developed to enable the integration of the datasets.

  • Street and graph extraction from OpenStreetMap
  • Bulkloader for public transportation queries
  • Integration of “Zentrales Haltestellen Verzeichniss” (central registry of public transportation stops)

The current collection (December 12th 2017) contians

EFA-Logs: 17 million public transportation queries
Road traffic data: 174 thousand street sements with a frequency of 15 minutes
GTFS-data: 90 thousand. public transportation stops, 2.6 thousand routes
Weather: Radolan “Regenraster” (rain grid)
Twitter: 2,5 Mio. Tweets starting at June 2017

OSM: 440 thousand streets 
Events: 21 thousand public events (August 14th 2016-July 17th 2018)

Traffic warnings: 13 thousand warning (since June 2017)

Visualization of Public Transportation Information

In order to allow intuitive analytics of public transportation information, the PROJEKTIONISTEN (PROJ) developed a dashboard web application. First prototypes visualize queries addressed to the regional timetable information system EFA (www.efa.de). The prototypes serve as foundations for exploration analyses as well as the implementation of future versions of the dashboard. The following figure shows an integrated visualization of the most frequent origins and destinations of the queries.

Analysen der EFA-Logs

Analysis of EFA Public Transportation Query Logs

Analyses regarding the impact of public events on public transportation are currently conducted to address early research questions. To this extend, explorative data analyses of the impact of major public events such as football games and medium sized events such as concerts were conducted. Visual analytics were used as a first step towards comprehensive analyses, which show start-like patterns for city center which identify mobility hubs of central importance.

The figure shows the direct connection between origin and destination of public transportation queries. Darker colors correspond to more frequent queried trips. Star-like pattern identify the central train station and the central metro station.

Analyses of single stations reveal weekday dependent patterns.

The figure depicts the average number of queries with the destination “Hannover Stadionbrücke”. Differences emerge between Weekends and workdays.

The impact of public events on the queries can be visualized  as well.

The figure shows the number of queries with the Destination “Hannover Stadionbrücke” for Wednesday, April 26th 2017 (orange) as well as the average number of queries on a Wednesday for the same destination. On this day a concert took place in venue nearby. The concert start at 8 pm. The significant deviations between 5 pm and 7 pm is highly likely to be caused by visitors of the concert. This shows that public transportation queries are a valuable information source to investigate the impact of public events on mobility infrastructure.

 

  • Vierter Gleichstellungsbericht. Gleichstellung in der sozial-ökologischen Transformation. Bundesministerium_für_Familie_Senioren_Frauen_und_Jugend (2025). 1–267.
  • PIMSys: A Virtual Prototype for Processing in Memory. Christ, Derek; Jung, Matthias (2025).
  • Der Technologiewettlauf um Künstliche Intelligenz und seine Pathologien. Butollo, Florian (2025). 78(3) 203–209.
  • A Demonstration of Interstellar Navigation Using New Horizons. Lauer, Tod R.; Munro, David H.; Spencer, John R.; Buie, Marc W.; Gomez, Edward L.; Hennessy, Gregory S.; Henry, Todd J.; Kaplan, George H.; Kielkopf, John F.; May, Brian H.; Parker, Joel W.; Porter, Simon B.; Vrijmoet, Eliot Halley; Weaver, Harold A.; Brandt, Pontus; Singer, Kelsi N.; Stern, S. Alan; Verbiscer, Anne. J.; Acosta, Pedro; Arias, Nicolás Ariel; Babino, Sergio; Ballan, Gustavo Enrique; Buso, Víctor Ángel; Conard, Steven J.; Das Airas, Daniel; Di Scala, Giorgio; Fornari, César; Fraire, Jossiel; Gerard, Brian Nicolás; González, Federico; Goytea, Gerardo; Guzmán, Emilio Mora; Hanna, William; Keel, William C.; Kleiman, Aldo; López, Anselmo; Machuca, Jorge Gerardo; Málaga, Leonardo; Martínez, Claudio; Martinez, Denis; Meliá, Raúl; Monópoli, Marcelo; Murison, Marc A.; Fernandez Pohle, Leandro Emiliano; Ribas, Mariano; Ramón Sánchez, José Luis; Scauso, Sergio; Terrell, Dirk; Traub, Thomas; Valenti, Pedro Oscar; Valenzuela, Ángel; von Hippel, Ted; Chen, Wen Ping; Zambelis, Dennis (2025). 170(1) 22.
  • Klimakrise als Glaubenssache – Wie Denkwelten unser Engagement ausbremsen oder unterstützen Gertler, Martin (2025). (1st ed.) BoD – Books on Demand, Hamburg.
  • Migraine Pain Data -A Submission to the Bring Your Own Biodata (BYOB) Workshop at DIS’25. Friedenberger, Tamara (2025).
  • Gender Barriers, Structural Transformation, and Economic Development. Chiplunkar, Gaurav; Kleineberg, Tatjana (World_Bank_Group, ed.) (2025). (Policy Research Working Paper 11083) 1–67.
  • Enhancing Offline Reinforcement Learning with Curriculum Learning-Based Trajectory Valuation. Abolfazli, Amir; Song, Zekun; Anand, Avishek; Nejdl, Wolfgang in AAMAS ’25 (2025). 5–13.
  • The Influence of Avatar Visual Fidelity on Embodiment and User Experience in Virtual Reality. Hartfill, Judith; Bormann, Frederico; Wolf, Erik; Steinicke, Frank (2025).
  • Discuss How AI and ML Can Optimize Lifecycle Management Practices within Pharmaceutical Companies fromDevelopment to Post-Market Surveillance. Vellanki, Jahnavi (J. Vellanki, ed.) (2025). 15(3) 11.
  • Mitbestimmung und Partizipation 2030: Demokratische Perspektiven auf Arbeit und Beschäftigung Wannöffel, Manfred; Niewerth, Claudia; Hoose, Fabian; Urban, Hans-Jürgen (2025). (1. Auflage ) Nomos, Baden-Baden.
  • Classification of Network Traffic using Machine Learning Models on the NetML Dataset. Messaoud, Mezati (N. Meghanathan, ed.) (2025). 17(3)
  • PIMSys: A Virtual Prototype for Processing in Memory. Christ, Derek; Jung, Matthias (2025).
  • Modeling and Simulating Emerging Memory Technologies: A Tutorial. Chen, Yun-Chih; Seidl, Tristan; Hölscher, Nils; Hakert, Christian; Truong, Minh Duy; Chen, Jian-Jia; de Lima, João Paulo C.; Khan, Asif Ali; Castrillon, Jeronimo; Nezhadi, Ali; Siddhu, Lokesh; Nassar, Hassan; Mayahinia, Mahta; Tahoori, Mehdi Baradaran; Henkel, Jörg; Wilbert, Nils; Wildermann, Stefan; Teich, Jürgen (2025).
  • Modeling and Simulating Emerging Memory Technologies: A Tutorial. Chen, Yun-Chih; Seidl, Tristan; Hölscher, Nils; Hakert, Christian; Truong, Minh Duy; Chen, Jian-Jia; de Lima, João Paulo C.; Khan, Asif Ali; Castrillon, Jeronimo; Nezhadi, Ali; Siddhu, Lokesh; Nassar, Hassan; Mayahinia, Mahta; Tahoori, Mehdi Baradaran; Henkel, Jörg; Wilbert, Nils; Wildermann, Stefan; Teich, Jürgen (2025).
  • Datenschutz in der digitalen Arbeitswelt: das Beispiel Plattformarbeit. Mangold, Sonja (2025). (3) 261–278.
  • Linguistic capacity was present in the Homo sapiens population 135 thousand years ago. Miyagawa, Shigeru; DeSalle, Rob; Nóbrega, Vitor Augusto; Nitschke, Remo; Okumura, Mercedes; Tattersall, Ian (2025). 16 1503900.
  • The Lost Large Mammals of Arabia. Clarke, Christopher; Alsharif, Sultan M (2025). 1–48.
  • Continued Rapid Radio Brightening of the Tidal Disruption Event AT2018hyz. Cendes, Yvette; Berger, Edo; Beniamini, Paz; Gill, Ramandeep; Matsumoto, Tatsuya; Alexander, Kate D.; Bietenholz, Michael F.; Hajela, Aprajita; Christy, Collin T.; Chornock, Ryan; Gomez, Sebastian; Gurwell, Mark A.; Keating, Garrett K.; Laskar, Tanmoy; Margutti, Raffaella; Rao, Ramprasad; Velez, Natalie; Wieringa, Mark H. (2025).
  • M.C. Escher’s Word-Puzzle Wrapping Paper for De Bijenkorf. Schattschneider, Doris T. Verhoeff, D. Swart, S. L. Gould, E. Torrence (eds.) (2025). 411–414.
  • LACII: Enhancing Decision-Making in Business Processes with the IIoT: A Cognitive Load Aware Design Approach. Nebel, Maximilian; Ciftci, Seyyid A.; Janiesch, Christian G. Fortino, M. Mecella (eds.) (2025).
  • AI-Enabled Platforms: Exploring Strategic Value Creation through a Strategy-as-Practice Lens. Schadl, Adrian; Mahei Manhai, Li; Janson, Andreas; Schäfer, Björn (2025).
  • Real-World Testing Matters in Reinforcement Learning for Education. Riedmann, Anna; D’Eramo, Carlo; Lugrin, Birgit (2025). 1764–1773.
  • Reinforcement Learning in Education: A Systematic Literature Review. Riedmann, Anna; Schaper, Philipp; Lugrin, Birgit (2025).
  • Graph Neural Networks for Grid Control: Prospects in AI-assisted Transmission Grid Operation. Holzhüter, Clara Juliane; Lytaev, Pawel; Dipp, Marcel; Hassouna, Mohamed; Brendlinger, Kurt; Viebahn, Jan; Gegelman, Wiktor; Merz, Christian (2025). 874–881.
  • Fostering Pre-service Teachers’ Media Education Competence: A Pedagogical Concept for Initial Teacher Education. Hahn, Jannis; Tiede, Jennifer; Grafe, Silke (2025).
  • m(6)A in the coding sequence: linking deposition, translation, and decay. Ćorović, Miona; Hoch-Kraft, Peter; Zhou, You; Hallstein, Sarah; König, Julian; Zarnack, Kathi (2025). S0168–9525(25)00132.
  • Climate change risks on key open marine and coastal mediterranean ecosystems. Hassoun, Abed El Rahman; Mojtahid, Meryem; Merheb, Mohammad; Lionello, Piero; Gattuso, Jean-Pierre; Cramer, Wolfgang (2025). 15(1) 24907-.
  • An Overview of Microprocessors and Assembly Language Programming. Zaman, Md. Abdullah Al; Monira, Nusrath Jahan (2025).
  • Kontrollaversion und Entlastungsoptimismus in vernetzten Kliniken: Diagnosen der Autonomie und der Mitbestimmung in der akutstationären Pflege. Technical Report (374), Bringmann, Julia; Petersen, Benjamin Henry; Staab, Philipp (2025).
  • Neue Arbeitswelt in der Fleischindustrie? Eine Bilanz der Veränderungen nach dem Arbeitsschutzkontrollgesetz. Erol, Serife; Schulten, Thorsten (Wirtschafts_und_Sozialwissenschaftliches_Institut, ed.) (2025). (WSI Study Nr. 41) 1–92.
  • Die Zukunft der Arbeit. Forschungserkenntnisse und Impulse für die Gestaltung der Arbeitswelt Fachbeiträge aus dem 70. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft e.V. Jurecic, Mitja (2025). 1–38.
  • Internationale Arbeits- und Bürokultur. Ansätze und Praktiken im globalen Vergleich. Pan, Yue; Yurdakul-Ziegler, Meral; Jurecic, Mitja; Rief, Stefan (2025). 1–24.
  • Soziale Sicherung in der Plattformökonomie: Analysen, Befunde und Regulierungsansätze. Hoose, Fabian; Beckmann, Fabian; Topal, Serkan; Glanz, Sabrina (Institut_Arbeit_und_Qualifikation_Universität_Duisburg_Essen, ed.) (2025). (IAQ-Forschung 2025/02) 1–16.
  • Gate-defined Kondo lattices with valley-helical quantum dot arrays. Manesco, Antonio L. R. (2025). 19 024.
  • Digital Trade Unionism Toolkit. European_Trade_Union_Confederation (2025). 1–30.
  • Organized Labor Versus Robots? Evidence from Micro Data. Findeisen, Sebastian; Dauth, Wolfgang; Schlenker, Oliver (Leibniz_Zentrum_für_Europäische_Wirtschaftsforschung, ed.) (2025). (ZEW Discussion Paper Nr. 25-005) 1–48.
  • Bots im Büro. Künstliche Intelligenz und der Wandel von Angestelltenarbeit in der digitalen Transformation. Lühr, Thomas; Kämpf, Tobias (Hans-Böckler-Stiftung, ed.) (2025). (494) 1–100.
  • Durchsetzung von Arbeitsrecht - das Arbeitsschutzkontrollgesetz als Modell? Verfassungs- und europarechtliche Fragen mit besonderer Berücksichtigung des Direktanstellungsgebots. Kärcher, Anneliese; Walser, Manfred (Hugo-Sinzheimer-Institut_für_Arbeits-und_Sozialrecht, ed.) (2025). HSI-Schriftenreihe, Bd. 54 1–247.
  • Gewerkschaftliche Anforderungen an eine europäische Industriepolitik. DGB-Bundesvorstand (Deutscher_Gewerkschaftsbund, ed.) (2025). 1–20.
  • Spannungsfeld Vereinbarkeit: Arbeitsaufteilung, Geschlechterrollen und Aushandlungen im Paarkontext. Kümmerling, Angelika; Zink, Lina; Jansen, Andreas (Bertelsmann_Stiftung, ed.) (2025). 1–68.
  • Weiterbildung für Gleichstellung in der Chemie- und Pharmabranche. Stiftung_Arbeit_und_Umwelt_der_Industriegewerkschaft_IGBCE (2025). 1–5.
  • Auswirkungen der Wechseljahre auf die Arbeitswelt ein unterschätztes Tabuthema. Burkert, Carola; Müller, Dana (Institut_für_Arbeitsmarkt_und_Berufsforschung, ed.) (2025).
  • Understanding Women’s Lower Participation than Men as Workers, Top Managers, and Owners in Private Firms in the EU-27 Countries. Amin, Mohammad (World_Bank_Group, ed.) (2025). (Enterprise Note No. 45) 1–11.
  • Skills, Job Application Strategies, and the Gender Wage Gap: Evidence from Online Freelancing. Teutloff, Ole; Stenzhorn, Eliza; Kässi, Otto (Leibniz_Zentrum_für_Europäische_Wirtschaftsforschung, ed.) (2025). (ZEW Discussion Paper Nr. 25-016) 1–69.
  • Die spezifische Berufs- und Betriebsstruktur vor Ort führt zu deutlichen regionalen Unterschieden in der Lohnlücke zwischen Männern und Frauen. Fuchs, Michaela; Weyh, Antje; Wydra-Somaggio, Gabriele (Institut_für_Arbeitsmarkt_und_Berufsforschung, ed.) (2025). IAB-Forum, Serie "Equal Pay Day 2025"
  • Gender Pay Gap steigt in allen Bildungsgruppen mit dem Alter stark an. Herrmann, Fiona; Wrohlich, Katharina (Deutsches_Institut_für_Wirtschaftsforschung, ed.) (2025). (DIW Wochenbericht 10/2025,) 131–137.
  • Women and the economy: 30 years after the Beijing Declaration. International_Labour_Organization (2025). 1–21.
  • Fortschrittsbericht 2024. Auf dem Weg zu industriellen Datenökosystemen. Skalieren. Gemeinsam. International. Plattform-Industrie-4.0 (Bundesministerium_für_Wirtschaft_und_Klimaschutz, ed.) (2025). 1–50.
  • The COVID-19 Crisis, Digitalization, and Organizational Change. Krzywdzinski, Martin; Butollo, Florian (Weizenbaum-Institut, ed.) (2025). Discussion Paper #44 1–29.
  • Technological Change and the Upskilling of European Workers. McGuinness, Seamus; Redmond, Paul; Pouliakas, Konstantinos; Kelly, Lorcan; Brosnan, Luke (Forschungsinstitut_zur_Zukunft_der_Arbeit, ed.) (2025). IZA Discussion Paper Nr. 17753 1–24.
  • Digitalisierung von Lernen in der Produktion: Impulse zur partizipativen und selbstorganisierten Gestaltung und Nutzung digitaler Lehr- und Lernplattformen. Heinlein, Michael; Neumer, Judith; Ritter, Tobias (Institut_für_Sozialwissenschaftliche_Forschung, ed.) (2025). 1–12.
  • Event Race Detection for Node.js Using Delay Injections. Endo, Andre Takeshi; Møller, Anders in Leibniz International Proceedings in Informatics (LIPIcs) (2025). (Vol. 333) 9:1–9:28.
  • The Future of Jobs Report 2025. World_Economic_Forum (2025). Insight Report 1–290.
  • Deutschland, digital gespalten — fünf Jahre Digitalisierungsindex. Engels, Barbara; Büchel, Jan; Scheufen, Marc (Institut_der_deutschen_Wirtschaft, ed.) (2025). (IW-Kurzbericht 5/2025) 1–3.
  • Digitalpolitische Impulse für die Bundestagswahl 2025: Eine starke digitale Agenda für Gesellschaft und Wissenschaft. Empfehlungen für die Legislaturperiode 2025–2029. Brandenburger, Bonny; Gerhold, Lars; Gonnermann-Müller, Jana; Gronau, Norbert; Hamm, Andrea; Hase, Jan; Kammerer, Dietmar; Knaus, Jochen; Kox, Thomas; Leins, Nicolas; Lettkemann, Virginie; Neuberger, Christoph; Oellers, Claudia; Pasler, Theresia; Pütz, Julian; Rehak, Rainer; Ritterbusch, Georg David; Saba, Sara; Schimmler, Sonja; Schummel, Philip; Shala, Kaltrina; Stolze, Martha; Teichmann, Malte; Ullrich, André (Weizenbaum_Institut, ed.) (2025). (Policy Paper #12) 1–28.
  • An uncertain elite. Professional differences and similarities between engineers and tech workers in times of digital transformation. Krzywdzinski, Martin; Pfeiffer, Sabine; Kuhlmann, Martin; Ottaiano, Mario; Heinlein, Michael; Ritter, Tobias; Neumer, Judith; Huchler, Norbert (Wissenschaftszentrum_Berlin_für_Sozialforschung, ed.) (2025). (19(1) 84–104.
  • World employment and social outlook: Trends 2025 International_Labour_Organization (2025).
  • Monumental snake engravings of the Orinoco River. Riris, Philip; Oliver, José Ramón; Lozada Mendieta, Natalia (2024). 98(399) 724–742.
  • Effect of schooling on flow generated sounds from carangiform swimmers. Zhou, Ji; Seo, Jung-Hee; Mittal, Rajat (2024).
  • Energy conservation by collective movement in schooling fish. Zhang, Yangfan; Lauder, George V (M. M. Seldin; A. M. Walczak, eds.) (2024). 12 RP90352.
  • Were Neanderthals the First Collectors? First Evidence Recovered in Level 4 of the Prado Vargas Cave, Cornejo, Burgos and Spain. Navazo Ruiz, Marta; Benito-Calvo, Alfonso; Lozano-Francisco, María Carmen; Alonso Alcalde, Rodrigo; Alonso García, Pedro; De La Fuente Juez, Héctor; Santamaría Diez, Marta; Cristóbal Cubillo, Paula (2024). 7(4) 49.
  • Cultural evolution as inheritance, not intentions. Bentley, R. Alexander; O’Brien, Michael J. (2024). 98(401) 1406–1416.
  • AI-accelerated Nazca survey nearly doubles the number of known figurative geoglyphs and sheds light on their purpose. Sakai, Masato; Sakurai, Akihisa; Lu, Siyuan; Olano, Jorge; Albrecht, Conrad M.; Hamann, Hendrik F.; Freitag, Marcus (2024). 121(40) e2407652121.
  • Self-Learning Machines Based on Hamiltonian Echo Backpropagation. López-Pastor, Víctor; Marquardt, Florian (2023). 13(3) 31020.
  • Regionalni identitet Hrvata u Bosni i Hercegovini – Duvnjaci Bosanci i/ili Hercegovci i/ili Dalmatinci. Martić, Zvonko (2023). (9) 165–186.
  • TrackFormer: Multi-Object Tracking with Transformers. Meinhardt, Tim; Kirillov, Alexander; Leal-Taixé, Laura; Feichtenhofer, Christoph (2022). 8834–8844.
  • Life rather than climate influences diversity at scales greater than 40 million years. Spiridonov, Andrej; Lovejoy, Shaun (2022). 607(7918) 307–312.
  • To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis. Lebovitz, Sarah; Lifshitz-Assaf, Hila; Levina, Natalia (2022). 33(1) 126–148.
  • The Modern Mathematics of Deep Learning. Berner, Julius; Grohs, Philipp; Kutyniok, Gitta; Petersen, Philipp (2022). 1–111.
  • Keeping time at Stonehenge. Darvill, Timothy (2022). 96(386) 319–335.
  • Personalized genealogical history of UK individuals inferred from biobank-scale IBD segments. Naseri, Ardalan; Tang, Kecong; Geng, Xin; Shi, Junjie; Zhang, Jing; Shakya, Pramesh; Liu, Xiaoming; Zhang, Shaojie; Zhi, Degui (2021). 19(1) 32.
  • Reproducibility standards for machine learning in the life sciences. Heil, Benjamin J; Hoffman, Michael M; Markowetz, Florian; Lee, Su-In; Greene, Casey S; Hicks, Stephanie C (2021). 18(10) 1132–1135.
  • Der Aufstieg des Internet der Dinge: Wie sich Industrieunternehmen zu Tech-Unternehmen entwickeln Ziegler, Alexander in Arbeit – Interessen – Partizipation (2020). Campus, Frankfurt am Main.
  • End-to-End Object Detection with Transformers. Carion, Nicolas; Massa, Francisco; Synnaeve, Gabriel; Usunier, Nicolas; Kirillov, Alexander; Zagoruyko, Sergey (2020). 213–229.
  • Activities of the Consular Missions in Bosnia and Herzegovina in the First Years of the Austro-Hungarian Occupation 1878-1881. Kasumović, Amila (2020). 7(2) 181–204.
  • On Tools Making Minds: an Archaeological Perspective on Human Cognitive Evolution. Overmann, Karenleigh A.; Wynn, Thomas (2019). 19(1-2) 39–58.
  • Tipologija rimskih ciglana s područja Bosne i Hercegovine / Typology of Roman figlinae from the territory of Bosnia and Herzegovina: Prilog poznavanju rimske građevinske djelatnosti u unutrašnjosti provincije Dalmacije / A contribution to the knowledge of Roman construction activity in the interior of the province of Dalmatia. Silajdžić, Tarik (2018). (2) 231–265.
  • Machine Theory of Mind. Rabinowitz, C Neil; Perbet, Frank; Song, Francis H; Zhang, Chiyuan; Eslami, Ali S M; Botvinick, Matthew (2018).
  • Online Legal Service : The Present and Future. Islam, Md.Aminur; Ferdaus, Jannatul; khan, Md. Abbas Ali; Habib, Md. Tarek P. De, J. I. DeGross (eds.) (2018). 654–662.
  • NoSQL Implementation of a Conceptual Data Model : UML Class Diagram to a Document Oriented Model. Benmakhlouf, A. (2018). (Vol. 10) 01–10.
  • Deep Learning Scaling is Predictable, Empirically. Hestness, Joel; Narang, Sharan; Ardalani, Newsha; Diamos, Gregory; Jun, Heewoo; Kianinejad, Hassan; Patwary, Md. Mostofa Ali; Yang, Yang; Zhou, Yanqi (2017).
  • Hybrid Genetic Algorithm for Bi-Criteria Multiprocessor Task Scheduling with Communication Delay. Dhingra, Sunita H. Fujita, E. Herrera-Viedma (eds.) (2016).
  • Tectonics Impact on Poljes and Minor Basins (Case Studies of Dinaric Karst). Gams, Ivan (2016). 34(1) 25–41.
  • Rimske ciglane u Bosni i Hercegovini. Imamović, Mersiha (2013). 159–165.
  • La Dimension Sonore des Grottes Préhistoriques à Peintures. Reznikoff, Iégor (2010).
  • Systems analyses of circadian networks. Hubbard, E Katharine; Robertson, C Fiona; Dalchau, Neil; Webb, R Alex A (2009). 5(12)
  • RadiaAzione. Schenetti, Davide (2009).
  • Insect orientation to polarized moonlight. Dacke, Marie; Nilsson, Dan-Eric; Scholtz, Clarke H.; Byrne, Marcus; Warrant, Eric J. (2003). 424(6944) 33–33.
  • Duvanjska prezimena Ivanković, Ante (2001). (Vol. 130) 447-. Naša ognjišta; "Franjo Kluz", Tomislavgrad; Omiš.
  • Prezimena zapadne Hercegovine Nosić, Milan (1998). (Vol. 14) 357-. Hrvatsko filološko društvo, Rijeka.
  • Prezimena i porodični nadimci u Imotskoj krajini. Zujić, Krunoslav (1995). 3 45–133.
  • Letters to the Editor. Vidovic, Mirko (1978). 7(5) 79–79.
  • Enhancing Surveillance System through EdgeComputing: A Framework For Real-Time Human Detection. Ranjan.G; Akshatha, S.; Sandeep.N; Vasanth.A (1977).
  • Sampling Techniques Cochran, William S. (1977). (third edition ) John Wiley & Sons, New York.
  • Sampling Techniques Cochran, William S. (1977). (third edition ) John Wiley & Sons, New York.
  • Inside a Yugoslav Jail. Vidovic, Mirko; Garling, Marguerite (1977). 6(5) 52–57.
  • The Quipu: "Written" Texts in Ancient Peru. Benson, Elizabeth P. (1975). 37(1) 11.
  • Ensayo de una visión de conjunto del neo-eneolítico europeo. Bosh-Gimpera, Pedro (1971). 8

By continuing to use the site, you agree to the use of cookies. more information

The cookie settings on this website are set to "allow cookies" to give you the best browsing experience possible. If you continue to use this website without changing your cookie settings or you click "Accept" below then you are consenting to this.

Close