San Francisco’s
auto tech industry,
in focus.

Social Inequities and Health Access

21.6% of this theme group

Researchers highlight disparities in health outcomes for marginalized and incarcerated populations.

Humanities (67) · Philosophy (36) · Population (12) · Latin Americans (6)

Desigualdades sociales en salud en poblaciones inmigradas en España: revisión de la literatura

Desafios de saúde de pessoas privadas de liberdade no Brasil – revisão sistemática

Deployment and Engineering Barriers

18.5% of this theme group

Papers discuss technical and policy obstacles to scaling autonomous vehicle systems.

Software deployment (11) · Aeronautics (12) · Systems engineering (10) · Transport engineering (13)

Autonomous Vehicle Safety: An Interdisciplinary Challenge

Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations

Human Interaction and Perception Issues

17.4% of this theme group

Studies examine driver‑vehicle interaction, perception challenges, and intersection safety.

Human–computer interaction (19) · Perception (17) · Transport engineering (16) · Intersection (5)

Planning and Decision-Making for Autonomous Vehicles

Autonomous vehicles: challenges, opportunities, and future implications for transportation policies

Data Quality and Measurement Gaps

16.0% of this theme group

Works point to shortcomings in data collection, cadastral mapping, and automated measurement accuracy.

Cadastre (4) · Disease (3) · Data collection (3) · Qualitative research (3)

A Progressive Review: Emerging Technologies for ADAS Driven Solutions

EFICIÊNCIA NOS PROCESSOS DIMENSIONAIS: APRIMORAMENTO DE MEDIÇÕES AUTOMÁTICAS EM MÁQUINAS DE MEDIR POR COORDENADAS

Security and Privacy Vulnerabilities

13.1% of this theme group

Research flags threats to autonomous driving systems from cyber attacks and data leakage.

Computer security (34) · Internet privacy (8) · Lidar (6) · Adversarial system (5)

Autonomous Driving Security: State of the Art and Challenges

Security and Privacy Issues in Autonomous Vehicles: A Layer-Based Survey

Educational and Philosophical Concerns

10.3% of this theme group

Authors raise questions about curriculum design and cultural relevance in technology education.

Humanities (33) · Philosophy (25) · Order (4) · Reading (2)

Toward <scp><i>pedagogías entrenzadas</i></scp>: Braiding critical and asset‐based pedagogies of sciences, languages, and cultural responsiv

(Re)pensar a formação de leitores jovens: suportes, convergências e transposições associadas à literatura

Metadata and Institutional Metrics

3.1% of this theme group

Analyses critique the volatility and reliability of scholarly metadata for knowledge management.

Metadata (6) · Volatility (5) · Descriptive statistics (5) · Institutionalisation (4)

Análisis bibliométrico de Publicaciones Académicas Indexadas en Crossref.org para Gestión del Conocimiento. Informe 18-CR (64/138)

Traffic Flow and Urban Impact

48.4% of this theme group

Studies caution about autonomous vehicles’ effects on congestion and city planning.

Transport engineering (10) · Software deployment (6) · Traffic flow (4) · TRIPS architecture (3)

Autonomous Vehicle’s Impact on Traffic: Empirical Evidence From Waymo Open Dataset and Implications From Modelling

THE FUTURE OF AUTONOMOUS VEHICLES IN THE U.S. URBAN LANDSCAPE: A REVIEW: ANALYZING IMPLICATIONS FOR TRAFFIC, URBAN PLANNING, AND THE ENVIRON

Adversarial Perception Risks

22.1% of this theme group

Papers warn of adversarial attacks compromising object detection and trajectory prediction.

Adversarial system (9) · Object (5) · Object detection (3) · Perception (4)

An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models

On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles

Clinical Measurement Limitations

18.0% of this theme group

Research notes variability and validity concerns in cognitive assessment tools.

Gynecology (3) · Clinical trial (3) · Leukoencephalopathy (2) · Internal medicine (2)

The ADAS-cog in Alzheimer's disease clinical trials: psychometric evaluation of the sum and its parts

Administration and Scoring Variance on the ADAS-Cog

Design and Environmental Data Issues

11.5% of this theme group

Works highlight uncertainties in emission credit designs and remote sensing data processing.

Humanities (4) · Capital (2)

Efectos de elementos de diseño del Programa Nacional de Cupos Transables de Emisión (PNCTE) sobre los precios de los cupos y las emisiones a

Assessment of MERIS reflectance data as processed with SeaDAS over the European seas

Robust Anomaly Detection and Edge AI

26.3% of this theme group

Efforts focus on resilient perception and low‑latency processing for autonomous driving.

Anomaly detection (23) · Robustness (43) · Edge computing (13) · Enhanced Data Rates for GSM Evolution (21)

SteeringNET - A Deep-Learning based Obstacle Avoidance Approach for Autonomous Driving

System-Level Safety Monitoring and Recovery for Perception Failures in Autonomous Vehicles

Collision Avoidance and Eco‑Driving

19.7% of this theme group

Research advances control strategies for safety and energy‑efficient autonomous travel.

Transport engineering (72) · Automotive engineering (45) · Intersection (33) · Control engineering (24)

Collision Avoidance and Stabilization for Autonomous Vehicles in Emergency Scenarios

Eco-Approach With Traffic Prediction and Experimental Validation for Connected and Autonomous Vehicles

Predictive Motion Planning Techniques

13.4% of this theme group

Studies develop model‑predictive and real‑time trajectory planning for dynamic road environments.

Trajectory (104) · Control theory (77) · Motion planning (62) · Model predictive control (40)

Design, Analysis, and Experiments of Preview Path Tracking Control for Autonomous Vehicles

From the Racetrack to the Road: Real-Time Trajectory Replanning for Autonomous Driving

Cross‑Domain Biomedical and Philosophical Insights

12.6% of this theme group

Papers explore novel assessment scales and biological discoveries relevant to health and cognition.

Humanities (32) · Philosophy (21) · Coccidioides (15) · CADASIL (15)

The ADAS‐Cog revisited: Novel composite scales based on ADAS‐Cog to improve efficiency in MCI and early AD trials

A Novel <i>Sarocladium spinificis</i> Strain Suppresses <i>Coccidioides posadasii</i> Growth: Morphological and Genetic Perspectives

Sensor Fusion for Object Detection

12.1% of this theme group

Works improve 3‑D perception by combining lidar, camera, and deep‑learning methods.

Object detection (81) · Lidar (74) · Object (45) · Sensor fusion (33)

Fusion of 3D LIDAR and Camera Data for Object Detection in Autonomous Vehicle Applications

Multi-Object Detection and Tracking, Based on DNN, for Autonomous Vehicles: A Review

Human‑Centric Interaction and Decision Making

9.4% of this theme group

Research integrates natural language interfaces and behavior‑aware planning into vehicle control.

Human–computer interaction (110) · Perception (30) · Robot (9) · Systems engineering (9)

Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles

Decision-Making for Autonomous Vehicles With Interaction-Aware Behavioral Prediction and Social-Attention Neural Network

Reinforcement Learning for Driving Policies

6.5% of this theme group

Studies apply hierarchical and multi‑agent reinforcement learning to lane changes and cooperative behavior.

Reinforcement learning (109) · Reinforcement (12) · Markov decision process (7) · Action (6)

Attention-Based Hierarchical Deep Reinforcement Learning for Lane Change Behaviors in Autonomous Driving

A Multi-Agent Reinforcement Learning Approach for Safe and Efficient Behavior Planning of Connected Autonomous Vehicles